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K\",\"Nee, R.\",\"Yu, W.\",\"Choudhury, D.\",\"Heng, F.\",\"Cheung, A. K\",\"Norris, K. C\",\"Cho, M. E\",\"Yan, G.\"],\"key\":\"koyama2023\",\"id\":\"koyama2023\",\"bibbaseid\":\"koyama-nee-yu-choudhury-heng-cheung-norris-cho-etal-roleofanemiaindementiariskamongveteranswithincidentckd-2023\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"heng, f\":\"https://fei-heng.github.io/publications.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Magaret\"],\"firstnames\":[\"Craig\",\"A.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Li\"],\"firstnames\":[\"Li\"],\"suffixes\":[]},{\"propositions\":[\"deCamp\"],\"lastnames\":[],\"firstnames\":[\"Allan\",\"C.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rolland\"],\"firstnames\":[\"Morgane\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Juraska\"],\"firstnames\":[\"Michal\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Williamson\"],\"firstnames\":[\"Brian\",\"D.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ludwig\"],\"firstnames\":[\"James\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Molitor\"],\"firstnames\":[\"Cindy\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Benkeser\"],\"firstnames\":[\"David\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Luedtke\"],\"firstnames\":[\"Alex\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Simpkins\"],\"firstnames\":[\"Brian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Heng\"],\"firstnames\":[\"Fei\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Sun\"],\"firstnames\":[\"Yanqing\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Carpp\"],\"firstnames\":[\"Lindsay\",\"N.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Bai\"],\"firstnames\":[\"Hongjun\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Dearlove\"],\"firstnames\":[\"Bethany\",\"L.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Giorgi\"],\"firstnames\":[\"Elena\",\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Jongeneelen\"],\"firstnames\":[\"Mandy\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Brandenburg\"],\"firstnames\":[\"Boerries\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"McCallum\"],\"firstnames\":[\"Matthew\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Bowen\"],\"firstnames\":[\"John\",\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Veesler\"],\"firstnames\":[\"David\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Sadoff\"],\"firstnames\":[\"Jerald\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gray\"],\"firstnames\":[\"Glenda\",\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Roels\"],\"firstnames\":[\"Sanne\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Vandebosch\"],\"firstnames\":[\"An\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Stieh\"],\"firstnames\":[\"Daniel\",\"J.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Le\",\"Gars\"],\"firstnames\":[\"Mathieu\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Vingerhoets\"],\"firstnames\":[\"Johan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Grinsztejn\"],\"firstnames\":[\"Beatriz\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Goepfert\"],\"firstnames\":[\"Paul\",\"A.\"],\"suffixes\":[]},{\"propositions\":[\"de\"],\"lastnames\":[\"Sousa\"],\"firstnames\":[\"Leonardo\",\"Paiva\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Silva\"],\"firstnames\":[\"Mayara\",\"Secco\",\"Torres\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Casapia\"],\"firstnames\":[\"Martin\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Losso\"],\"firstnames\":[\"Marcelo\",\"H.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Little\"],\"firstnames\":[\"Susan\",\"J.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gaur\"],\"firstnames\":[\"Aditya\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Bekker\"],\"firstnames\":[\"Linda-Gail\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Garrett\"],\"firstnames\":[\"Nigel\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Truyers\"],\"firstnames\":[\"Carla\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Van\",\"Dromme\"],\"firstnames\":[\"Ilse\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Swann\"],\"firstnames\":[\"Edith\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Marovich\"],\"firstnames\":[\"Mary\",\"A.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Follmann\"],\"firstnames\":[\"Dean\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Neuzil\"],\"firstnames\":[\"Kathleen\",\"M.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Corey\"],\"firstnames\":[\"Lawrence\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Greninger\"],\"firstnames\":[\"Alexander\",\"L.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Roychoudhury\"],\"firstnames\":[\"Pavitra\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Hyrien\"],\"firstnames\":[\"Ollivier\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gilbert\"],\"firstnames\":[\"Peter\",\"B.\"],\"suffixes\":[]}],\"title\":\"Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features\",\"journal\":\"Nature Communications\",\"year\":\"2024\",\"month\":\"Mar\",\"day\":\"11\",\"volume\":\"15\",\"number\":\"1\",\"pages\":\"2175\",\"issn\":\"2041-1723\",\"doi\":\"10.1038/s41467-024-46536-w\",\"url\":\"https://doi.org/10.1038/s41467-024-46536-w\",\"bibtex\":\"@Article{Magaret2024,\\nauthor={Magaret, Craig A.\\nand Li, Li\\nand deCamp, Allan C.\\nand Rolland, Morgane\\nand Juraska, Michal\\nand Williamson, Brian D.\\nand Ludwig, James\\nand Molitor, Cindy\\nand Benkeser, David\\nand Luedtke, Alex\\nand Simpkins, Brian\\nand Heng, Fei\\nand Sun, Yanqing\\nand Carpp, Lindsay N.\\nand Bai, Hongjun\\nand Dearlove, Bethany L.\\nand Giorgi, Elena E.\\nand Jongeneelen, Mandy\\nand Brandenburg, Boerries\\nand McCallum, Matthew\\nand Bowen, John E.\\nand Veesler, David\\nand Sadoff, Jerald\\nand Gray, Glenda E.\\nand Roels, Sanne\\nand Vandebosch, An\\nand Stieh, Daniel J.\\nand Le Gars, Mathieu\\nand Vingerhoets, Johan\\nand Grinsztejn, Beatriz\\nand Goepfert, Paul A.\\nand de Sousa, Leonardo Paiva\\nand Silva, Mayara Secco Torres\\nand Casapia, Martin\\nand Losso, Marcelo H.\\nand Little, Susan J.\\nand Gaur, Aditya\\nand Bekker, Linda-Gail\\nand Garrett, Nigel\\nand Truyers, Carla\\nand Van Dromme, Ilse\\nand Swann, Edith\\nand Marovich, Mary A.\\nand Follmann, Dean\\nand Neuzil, Kathleen M.\\nand Corey, Lawrence\\nand Greninger, Alexander L.\\nand Roychoudhury, Pavitra\\nand Hyrien, Ollivier\\nand Gilbert, Peter B.},\\ntitle={Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features},\\njournal={Nature Communications},\\nyear={2024},\\nmonth={Mar},\\nday={11},\\nvolume={15},\\nnumber={1},\\npages={2175},\\nissn={2041-1723},\\ndoi={10.1038/s41467-024-46536-w},\\nurl={https://doi.org/10.1038/s41467-024-46536-w}\\n}\\n\\n\",\"author_short\":[\"Magaret, C. A.\",\"Li, L.\",\"deCamp , A. C.\",\"Rolland, M.\",\"Juraska, M.\",\"Williamson, B. D.\",\"Ludwig, J.\",\"Molitor, C.\",\"Benkeser, D.\",\"Luedtke, A.\",\"Simpkins, B.\",\"Heng, F.\",\"Sun, Y.\",\"Carpp, L. N.\",\"Bai, H.\",\"Dearlove, B. L.\",\"Giorgi, E. E.\",\"Jongeneelen, M.\",\"Brandenburg, B.\",\"McCallum, M.\",\"Bowen, J. E.\",\"Veesler, D.\",\"Sadoff, J.\",\"Gray, G. E.\",\"Roels, S.\",\"Vandebosch, A.\",\"Stieh, D. J.\",\"Le Gars, M.\",\"Vingerhoets, J.\",\"Grinsztejn, B.\",\"Goepfert, P. A.\",\"de Sousa, L. P.\",\"Silva, M. S. T.\",\"Casapia, M.\",\"Losso, M. H.\",\"Little, S. J.\",\"Gaur, A.\",\"Bekker, L.\",\"Garrett, N.\",\"Truyers, C.\",\"Van Dromme, I.\",\"Swann, E.\",\"Marovich, M. A.\",\"Follmann, D.\",\"Neuzil, K. M.\",\"Corey, L.\",\"Greninger, A. L.\",\"Roychoudhury, P.\",\"Hyrien, O.\",\"Gilbert, P. B.\"],\"key\":\"Magaret2024\",\"id\":\"Magaret2024\",\"bibbaseid\":\"magaret-li-decamp-rolland-juraska-williamson-ludwig-molitor-etal-quantifyinghowsingledosead26cov2svaccineefficacydependsonspikesequencefeatures-2024\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1038/s41467-024-46536-w\"},\"metadata\":{\"authorlinks\":{\"heng, f\":\"https://fei-heng.github.io/publications.html\"}},\"downloads\":4,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Deep learning model for the prediction of all-cause mortality among long term care people in China: a prospective cohort study\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Tan\"],\"firstnames\":[\"Huai-Cheng\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Zeng\"],\"firstnames\":[\"Li-Jun\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Yang\"],\"firstnames\":[\"Shu-Juan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Hou\"],\"firstnames\":[\"Li-Sha\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wu\"],\"firstnames\":[\"Jin-Hui\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cai\"],\"firstnames\":[\"Xin-Hui\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Heng\"],\"firstnames\":[\"Fei\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gu\"],\"firstnames\":[\"Xu-Yu\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Zhong\"],\"firstnames\":[\"Yue\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Dong\"],\"firstnames\":[\"Bi-Rong\"],\"suffixes\":[]},{\"firstnames\":[],\"propositions\":[],\"lastnames\":[\"others\"],\"suffixes\":[]}],\"journal\":\"Scientific Reports\",\"volume\":\"14\",\"number\":\"1\",\"pages\":\"14639\",\"year\":\"2024\",\"publisher\":\"Nature Publishing Group UK London\",\"bibtex\":\"@article{tan2024deep,\\n  title={Deep learning model for the prediction of all-cause mortality among long term care people in China: a prospective cohort study},\\n  author={Tan, Huai-Cheng and Zeng, Li-Jun and Yang, Shu-Juan and Hou, Li-Sha and Wu, Jin-Hui and Cai, Xin-Hui and Heng, Fei and Gu, Xu-Yu and Zhong, Yue and Dong, Bi-Rong and others},\\n  journal={Scientific Reports},\\n  volume={14},\\n  number={1},\\n  pages={14639},\\n  year={2024},\\n  publisher={Nature Publishing Group UK London}\\n}\\n\\n\",\"author_short\":[\"Tan, H.\",\"Zeng, L.\",\"Yang, S.\",\"Hou, L.\",\"Wu, J.\",\"Cai, X.\",\"Heng, F.\",\"Gu, X.\",\"Zhong, Y.\",\"Dong, B.\",\"others\"],\"key\":\"tan2024deep\",\"id\":\"tan2024deep\",\"bibbaseid\":\"tan-zeng-yang-hou-wu-cai-heng-gu-etal-deeplearningmodelforthepredictionofallcausemortalityamonglongtermcarepeopleinchinaaprospectivecohortstudy-2024\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"heng, f\":\"https://fei-heng.github.io/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Koyama\"],\"firstnames\":[\"Alain\",\"K.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Nee\"],\"firstnames\":[\"Robert\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Yu\"],\"firstnames\":[\"Wei\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Choudhury\"],\"firstnames\":[\"Devasmita\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Heng\"],\"firstnames\":[\"Fei\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cheung\"],\"firstnames\":[\"Alfred\",\"K.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cho\"],\"firstnames\":[\"Monique\",\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Norris\"],\"firstnames\":[\"Keith\",\"C.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Yan\"],\"firstnames\":[\"Guofen\"],\"suffixes\":[]}],\"title\":\"Homelessness and Risk of End-Stage Kidney Disease and Death in Veterans With Chronic Kidney Disease\",\"journal\":\"JAMA Network Open\",\"volume\":\"7\",\"number\":\"9\",\"pages\":\"e2431973-e2431973\",\"year\":\"2024\",\"month\":\"09\",\"abstract\":\"Adults experiencing homelessness in the US face numerous challenges, including the management of chronic kidney disease (CKD). The extent of a potentially greater risk of adverse health outcomes in the population with CKD experiencing homelessness has not been adequately explored.To evaluate the association between a history of homelessness and the risk of end-stage kidney disease (ESKD) and death among veterans with incident CKD.This retrospective cohort study was conducted between January 1, 2005, and December 31, 2017. Participants included veterans aged 18 years and older with incident stage 3 to 5 CKD utilizing the Veterans Health Administration health care network in the US. Patients were followed-up through December 31, 2018, for the occurrence of ESKD and death. Analyses were performed from September 2022 to October 2023.History of homelessness, based on utilization of homeless services in the Veterans Health Administration or International Classification of Diseases, Ninth Revision or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes. Homelessness was measured during the 2-year baseline period prior to the index date of incident CKD.The primary outcomes were ESKD, based on initiation of kidney replacement therapy, and all-cause death. Adjusted hazard ratios (HRs) were calculated to compare veterans with a history of homelessness with those without a history of homelessness.Among 836 361 veterans, the largest proportion were aged 65 to 74 years (274 371 veterans [32.8%]) or 75 to 84 years (270 890 veterans [32.4%]), and 809 584 (96.8%) were male. A total of 26 037 veterans (3.1%) developed ESKD, and 359 991 (43.0%) died. Compared with veterans who had not experienced homelessness, those with a history of homelessness showed a significantly greater risk of ESKD (adjusted HR, 1.15; 95% CI, 1.10-1.20). A greater risk of all-cause death was also observed (HR, 1.48; 95% CI, 1.46-1.50). After further adjustment for body mass index, comorbidities, and medication use, results were attenuated for all-cause death (HR, 1.09; 95% CI, 1.07-1.11) and were no longer significant for ESKD (HR, 1.04; 95% CI, 0.99-1.09).In this cohort study of veterans with incident stage 3 to 5 CKD, a history of homelessness was significantly associated with a greater risk of ESKD and death, underscoring the role of housing as a social determinant of health.\",\"issn\":\"2574-3805\",\"doi\":\"10.1001/jamanetworkopen.2024.31973\",\"url\":\"https://doi.org/10.1001/jamanetworkopen.2024.31973\",\"eprint\":\"https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2823325/koyama_2024_oi_240959_1724971275.76778.pdf\",\"bibtex\":\"@article{koyama2024,\\n    author = {Koyama, Alain K. and Nee, Robert and Yu, Wei and Choudhury, Devasmita and Heng, Fei and Cheung, Alfred K. and Cho, Monique E. and Norris, Keith C. and Yan, Guofen},\\n    title = {Homelessness and Risk of End-Stage Kidney Disease and Death in Veterans With Chronic Kidney Disease},\\n    journal = {JAMA Network Open},\\n    volume = {7},\\n    number = {9},\\n    pages = {e2431973-e2431973},\\n    year = {2024},\\n    month = {09},\\n    abstract = {Adults experiencing homelessness in the US face numerous challenges, including the management of chronic kidney disease (CKD). The extent of a potentially greater risk of adverse health outcomes in the population with CKD experiencing homelessness has not been adequately explored.To evaluate the association between a history of homelessness and the risk of end-stage kidney disease (ESKD) and death among veterans with incident CKD.This retrospective cohort study was conducted between January 1, 2005, and December 31, 2017. Participants included veterans aged 18 years and older with incident stage 3 to 5 CKD utilizing the Veterans Health Administration health care network in the US. Patients were followed-up through December 31, 2018, for the occurrence of ESKD and death. Analyses were performed from September 2022 to October 2023.History of homelessness, based on utilization of homeless services in the Veterans Health Administration or International Classification of Diseases, Ninth Revision or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes. Homelessness was measured during the 2-year baseline period prior to the index date of incident CKD.The primary outcomes were ESKD, based on initiation of kidney replacement therapy, and all-cause death. Adjusted hazard ratios (HRs) were calculated to compare veterans with a history of homelessness with those without a history of homelessness.Among 836 361 veterans, the largest proportion were aged 65 to 74 years (274 371 veterans [32.8\\\\%]) or 75 to 84 years (270 890 veterans [32.4\\\\%]), and 809 584 (96.8\\\\%) were male. A total of 26 037 veterans (3.1\\\\%) developed ESKD, and 359 991 (43.0\\\\%) died. Compared with veterans who had not experienced homelessness, those with a history of homelessness showed a significantly greater risk of ESKD (adjusted HR, 1.15; 95\\\\% CI, 1.10-1.20). A greater risk of all-cause death was also observed (HR, 1.48; 95\\\\% CI, 1.46-1.50). After further adjustment for body mass index, comorbidities, and medication use, results were attenuated for all-cause death (HR, 1.09; 95\\\\% CI, 1.07-1.11) and were no longer significant for ESKD (HR, 1.04; 95\\\\% CI, 0.99-1.09).In this cohort study of veterans with incident stage 3 to 5 CKD, a history of homelessness was significantly associated with a greater risk of ESKD and death, underscoring the role of housing as a social determinant of health.},\\n    issn = {2574-3805},\\n    doi = {10.1001/jamanetworkopen.2024.31973},\\n    url = {https://doi.org/10.1001/jamanetworkopen.2024.31973},\\n    eprint = {https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2823325/koyama\\\\_2024\\\\_oi\\\\_240959\\\\_1724971275.76778.pdf},\\n}\\n\\n\",\"author_short\":[\"Koyama, A. K.\",\"Nee, R.\",\"Yu, W.\",\"Choudhury, D.\",\"Heng, F.\",\"Cheung, A. K.\",\"Cho, M. E.\",\"Norris, K. C.\",\"Yan, G.\"],\"key\":\"koyama2024\",\"id\":\"koyama2024\",\"bibbaseid\":\"koyama-nee-yu-choudhury-heng-cheung-cho-norris-etal-homelessnessandriskofendstagekidneydiseaseanddeathinveteranswithchronickidneydisease-2024\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1001/jamanetworkopen.2024.31973\"},\"metadata\":{\"authorlinks\":{\"heng, f\":\"https://fei-heng.github.io/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Heng\"],\"firstnames\":[\"Fei\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Sun\"],\"firstnames\":[\"Yanqing\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Li\"],\"firstnames\":[\"Li\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"B.\",\"Gilbert\"],\"firstnames\":[\"Peter\"],\"suffixes\":[]}],\"title\":\"Estimation and Hypothesis Testing of Strain-Specific Vaccine Efficacy With Missing Strain Types With Application to a COVID-19 Vaccine Trial\",\"journal\":\"Statistics in Medicine\",\"volume\":\"44\",\"number\":\"6\",\"pages\":\"e10345\",\"keywords\":\"augmented inverse probability weighted complete-case estimation, competing risks model, COVID-19 vaccine efficacy trial, missing failure cause, stratified Cox proportional hazards model\",\"doi\":\"https://doi.org/10.1002/sim.10345\",\"url\":\"https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.10345\",\"eprint\":\"https://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.10345\",\"abstract\":\"ABSTRACT Based on data from a randomized, controlled vaccine efficacy trial, this article develops statistical methods for assessing vaccine efficacy (VE) to prevent COVID-19 infections by a discrete set of genetic strains of SARS-CoV-2. Strain-specific VE adjusting for possibly time-varying covariates is estimated using augmented inverse probability weighting to address missing viral genotypes under a competing risks model that allows separate baseline hazards for different risk groups. Hypothesis tests are developed to assess whether the vaccine provides at least a specified level of VE against some viral genotypes and whether VE varies across genotypes. Asymptotic properties providing analytic inferences are derived and finite-sample properties of the estimators and hypothesis tests are studied through simulations. This research is motivated by the fact that previous analyses of COVID-19 vaccine efficacy did not account for missing genotypes, which can cause severe bias and efficiency loss. The theoretical properties and simulations demonstrate superior performance of the new methods. Application to the Moderna COVE trial identifies several SARS-CoV-2 genotype features with differential vaccine efficacy across genotypes, including lineage (Reference, Epsilon, Gamma, Zeta), indicators of residue match vs. mismatch to the vaccine-strain residue at Spike amino acid positions (identifying signatures of differential VE), and a weighted Hamming distance to the vaccine strain. The results show VE decreases against genotypes more distant from the vaccine strain, highlighting the need to update COVID-19 vaccine strains.\",\"year\":\"2025\",\"bibtex\":\"@article{Heng2025,\\nauthor = {Heng, Fei and Sun, Yanqing and Li, Li and B. Gilbert, Peter},\\ntitle = {Estimation and Hypothesis Testing of Strain-Specific Vaccine Efficacy With Missing Strain Types With Application to a COVID-19 Vaccine Trial},\\njournal = {Statistics in Medicine},\\nvolume = {44},\\nnumber = {6},\\npages = {e10345},\\nkeywords = {augmented inverse probability weighted complete-case estimation, competing risks model, COVID-19 vaccine efficacy trial, missing failure cause, stratified Cox proportional hazards model},\\ndoi = {https://doi.org/10.1002/sim.10345},\\nurl = {https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.10345},\\neprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.10345},\\nabstract = {ABSTRACT Based on data from a randomized, controlled vaccine efficacy trial, this article develops statistical methods for assessing vaccine efficacy (VE) to prevent COVID-19 infections by a discrete set of genetic strains of SARS-CoV-2. Strain-specific VE adjusting for possibly time-varying covariates is estimated using augmented inverse probability weighting to address missing viral genotypes under a competing risks model that allows separate baseline hazards for different risk groups. Hypothesis tests are developed to assess whether the vaccine provides at least a specified level of VE against some viral genotypes and whether VE varies across genotypes. Asymptotic properties providing analytic inferences are derived and finite-sample properties of the estimators and hypothesis tests are studied through simulations. This research is motivated by the fact that previous analyses of COVID-19 vaccine efficacy did not account for missing genotypes, which can cause severe bias and efficiency loss. The theoretical properties and simulations demonstrate superior performance of the new methods. Application to the Moderna COVE trial identifies several SARS-CoV-2 genotype features with differential vaccine efficacy across genotypes, including lineage (Reference, Epsilon, Gamma, Zeta), indicators of residue match vs. mismatch to the vaccine-strain residue at Spike amino acid positions (identifying signatures of differential VE), and a weighted Hamming distance to the vaccine strain. The results show VE decreases against genotypes more distant from the vaccine strain, highlighting the need to update COVID-19 vaccine strains.},\\nyear = {2025}\\n}\\n\",\"author_short\":[\"Heng, F.\",\"Sun, Y.\",\"Li, L.\",\"B. Gilbert, P.\"],\"key\":\"Heng2025\",\"id\":\"Heng2025\",\"bibbaseid\":\"heng-sun-li-bgilbert-estimationandhypothesistestingofstrainspecificvaccineefficacywithmissingstraintypeswithapplicationtoacovid19vaccinetrial-2025\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.10345\"},\"keyword\":[\"augmented inverse probability weighted complete-case estimation\",\"competing risks model\",\"COVID-19 vaccine efficacy trial\",\"missing failure cause\",\"stratified Cox proportional hazards model\"],\"metadata\":{\"authorlinks\":{\"heng, f\":\"https://fei-heng.github.io/publications.html\"}},\"html\":\"\"}],\n      metadata: {\"owner\":\"heng, f\",\"authorlinks\":{\"heng, f\":\"https://fei-heng.github.io/publications.html\"}},\n      ownerID: \"x2izZhPvKJ58GLqT4\"\n    };\n  </script>\n\n  <script type=\"text/javascript\">\n  var site$;\n  if (typeof $ != 'undefined') {\n    console.log('existing jquery: storing and then restoring');\n    site$ = $;\n    $ = null;\n  }\n  </script>\n\n  <script src=\"https://ajax.googleapis.com/ajax/libs/jquery/2.2.4/jquery.min.js\">\n  </script>\n  <script type=\"text/javascript\">\n  if (site$) {\n    console.log('existing jquery: avoiding conflict and restoring');\n    bb$ = $.noConflict(true);\n    $ = site$;\n  } else {\n    bb$ = $;\n  }\n  </script>\n\n  <script src=\"//bibbase.org/js/bibbase.min.js\"\n          type=\"text/javascript\">\n  </script>\n\n  <script type=\"text/javascript\"\n          src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML\">\n  </script>\n  <script type=\"text/x-mathjax-config\">\n    MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\\\\(','\\\\)']]},\n                        skipTags: [\"body\"],\n                        processClass: \"bibbase_paper\"});\n  </script>\n\n  <style>\n  @media print {\n    .dontprint {\n        display: none !important;\n    }\n\n  .bibbase_group {\n    background-color: #E0E0E0;\n    font-style: italic;\n    font-size: larger;\n    text-shadow: 0px 0px 3px #FFFFFF;\n    border-radius: 4px 4px 4px 4px;\n    -moz-border-radius: 4px 4px 4px 4px;\n    -webkit-border-radius: 4px;\n    padding: 5px 40px 5px;\n    margin-top: 10px;\n    margin-bottom: 5px;\n    cursor: pointer;\n  }\n\n  .bibbase_paper {\n    margin-bottom: 5px;\n  }\n\n  }\n  </style>\n\n  \n  <div style=\"float: right; margin-right: 10px; margin-top: 10px; text-align: right; font-size: 12px\">\n    generated by\n    <a href=\"//bibbase.org\"\n       onclick=\"trackOutboundLink('bibbase', 'logo clicked', window.location.href, '//bibbase.org'); return false;\">\n      <img src=\"//bibbase.org/img/logo.svg\"\n           style=\"vertical-align: middle; margin-left: 3px; height: 16px;\"/\n           alt=\"bibbase.org\"\n           title=\"BibBase – The easiest way to maintain your publications page.\"\n        ></a>\n    \n  </div>\n  \n\n  <div id=\"bibbase_header\" class=\"dontprint\" style=\"\">\n\n    <ul class=\"nav nav-pills\" style=\"margin: 0px;\">\n\n      <li class=\"dropdown\" id=\"groupby_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\">\n          Group by\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li class=\"groupby year\"><a onclick=\"groupby('year')\">\n            Year</a>\n        </li>\n        <li class=\"groupby author\"><a onclick=\"groupby('author_short')\">\n            Author</a>\n        </li>\n        <li class=\"groupby type\"><a onclick=\"groupby('type')\">\n            Type</a>\n        </li>\n        <li class=\"groupby keyword\"><a onclick=\"groupby('keyword')\">\n            Keyword</a>\n        </li>\n        <li class=\"groupby downloads\"><a onclick=\"groupby('downloads')\">\n            Downloads</a>\n        </li>\n      </ul>\n      </li>\n\n\n      <li class=\"dropdown\" id=\"menu_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\" alt=\"controls\">\n          <i class=\"fa fa-reorder\" alt=\"controls\"></i>\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li>\n          <a onclick=\"toggleAll()\">\n            <i class=\"fa fa-chevron-down fa-fw\"></i> Expand/Collapse All\n          </a>\n        </li>\n        <li>\n          <a download=\"yzdQtP3LJzHhvxc8F\" href=\"data:text/bibtex;base64,@article{sun2020hybrid,
  title={A hybrid approach for the stratified mark-specific proportional hazards model with missing covariates and missing marks, with application to vaccine efficacy trials},
  author={Sun, Yanqing and Qi, Li and Heng, Fei and Gilbert, Peter B},
  journal={Journal of the Royal Statistical Society: Series C (Applied Statistics)},
  volume={69},
  number={4},
  pages={791--814},
  year={2020},
  publisher={Wiley Online Library}
}



@phdthesis{heng2019dynamic,
  title={Dynamic Modeling of Incomplete Event History Data},
  author={Heng, Fei},
  year={2019},
  school={The University of North Carolina at Charlotte}
}



@article{heng2020analysis,
  title={Analysis of the time-varying Cox model for the cause-specific hazard functions with missing causes},
  author={Heng, Fei and Sun, Yanqing and Hyun, Seunggeun and Gilbert, Peter B},
  journal={Lifetime data analysis},
  volume={26},
  number={4},
  pages={731--760},
  year={2020},
  publisher={Springer US}
}



@article{sun2019analysis,
  title={Analysis of generalized semiparametric mixed varying-coefficients models for longitudinal data},
  author={Sun, Yanqing and Qi, Li and Heng, Fei and Gilbert, Peter B},
  journal={Canadian Journal of Statistics},
  volume={47},
  number={3},
  pages={352--373},
  year={2019},
  publisher={Wiley Online Library}
}



@article{sun2021semiparametric,
  title={Semiparametric additive time-varying coefficients model for longitudinal data with censored time origin},
  author={Sun, Yanqing and Shou, Qiong and Gilbert, Peter B and Heng, Fei and Qian, Xiyuan},
  journal={Biometrics},
  year={2021}
}



@article{heng2022estimation,
  title={Estimation and Hypothesis Testing of Strain-Specific Vaccine Efficacy with Missing Strain Types, with Applications to a COVID-19 Vaccine Trial},
  author={Heng, Fei and Sun, Yanqing and Gilbert, Peter B},
  journal={arXiv preprint arXiv:2201.08946},
  year={2022}
}



@article{sun2023estimation,
  title={Estimation of conditional cumulative incidence functions under generalized semiparametric regression models with missing covariates, with application to analysis of biomarker correlates in vaccine trials},
  author={Sun, Yanqing and Heng, Fei and Lee, Unkyung and Gilbert, Peter B},
  journal={Canadian Journal of Statistics},
  volume={51},
  number={1},
  pages={235--257},
  year={2023},
  publisher={John Wiley \& Sons, Inc. Hoboken, USA}
}



@article{shi2022genomic,
  title={Genomic landscape of lung adenocarcinomas in different races},
  author={Shi, Huashan and Seegobin, Karan and Heng, Fei and Zhou, Kexun and Chen, Ruqin and Qin, Hong and Manochakian, Rami and Zhao, Yujie and Lou, Yanyan},
  journal={Frontiers in oncology},
  volume={12},
  pages={946625},
  year={2022},
  publisher={Frontiers}
}



@article{qi2022neutralizing,
  title={Neutralizing antibody correlates of sequence specific dengue disease in a tetravalent dengue vaccine efficacy trial in Asia},
  author={Qi, Li and Sun, Yanqing and Juraska, Michal and Moodie, Zoe and Magaret, Craig A and Heng, Fei and Carpp, Lindsay N and Gilbert, Peter B},
  journal={Vaccine},
  volume={40},
  number={41},
  pages={5912--5923},
  year={2022},
  publisher={Elsevier}
}



@article{matz2022acclimation,
  title={Acclimation to elevated temperatures in Acropora cervicornis: effects of host genotype and symbiont shuffling},
  author={Matz O. Indergard, Anthony Bellantuono, Mauricio Rodriguez-Lanetty, Fei Heng, Matthew R. Gilg},
  journal={Marine Ecology Progress Series},
  volume={701},
  pages={41--65},
  year={2022}
}



@article{butts2023brief,
  title={Brief report: risk stratification following curative therapy for stage I NSCLC},
  author={Butts, Emily and Gococo-Benore, Denise and Pai, Tanmayi and Moustafa, Muhamad Alhaj and Heng, Fei and Chen, Ruqin and Zhao, Yujie and Manochakian, Rami and Lou, Yanyan},
  journal={Frontiers in oncology},
  volume={13},
  year={2023},
  publisher={Frontiers Media SA}
}



@article{yan2024jasn,
  title={Role of Age and Competing Risk of Death in the Racial Disparity of Kidney Failure Incidence after Onset of Chronic Kidney Disease},
  author={Yan, Guofen and Nee, Robert and Scialla, Julia J and Greene, Tom and Yu, Wei and Heng, Fei and Cheung, Alfred K and Norris, Keith C},
  journal={Journal of the American Society of Nephrology},
  pages={10--1681},
  year={2024},
  publisher={LWW}
}



@article{koyama2023,
  title={Role of Anemia in Dementia risk among veterans with incident CKD},
  author={Koyama, Alain K and Nee, Robert and Yu, Wei and Choudhury, Devasmita and Heng, Fei and Cheung, Alfred K and Norris, Keith C and Cho, Monique E and Yan, Guofen},
  journal={American Journal of Kidney Diseases},
  volume={82},
  number={6},
  pages={706--714},
  year={2023},
  publisher={Elsevier}
}



@Article{Magaret2024,
author={Magaret, Craig A.
and Li, Li
and deCamp, Allan C.
and Rolland, Morgane
and Juraska, Michal
and Williamson, Brian D.
and Ludwig, James
and Molitor, Cindy
and Benkeser, David
and Luedtke, Alex
and Simpkins, Brian
and Heng, Fei
and Sun, Yanqing
and Carpp, Lindsay N.
and Bai, Hongjun
and Dearlove, Bethany L.
and Giorgi, Elena E.
and Jongeneelen, Mandy
and Brandenburg, Boerries
and McCallum, Matthew
and Bowen, John E.
and Veesler, David
and Sadoff, Jerald
and Gray, Glenda E.
and Roels, Sanne
and Vandebosch, An
and Stieh, Daniel J.
and Le Gars, Mathieu
and Vingerhoets, Johan
and Grinsztejn, Beatriz
and Goepfert, Paul A.
and de Sousa, Leonardo Paiva
and Silva, Mayara Secco Torres
and Casapia, Martin
and Losso, Marcelo H.
and Little, Susan J.
and Gaur, Aditya
and Bekker, Linda-Gail
and Garrett, Nigel
and Truyers, Carla
and Van Dromme, Ilse
and Swann, Edith
and Marovich, Mary A.
and Follmann, Dean
and Neuzil, Kathleen M.
and Corey, Lawrence
and Greninger, Alexander L.
and Roychoudhury, Pavitra
and Hyrien, Ollivier
and Gilbert, Peter B.},
title={Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features},
journal={Nature Communications},
year={2024},
month={Mar},
day={11},
volume={15},
number={1},
pages={2175},
issn={2041-1723},
doi={10.1038/s41467-024-46536-w},
url={https://doi.org/10.1038/s41467-024-46536-w}
}



@article{tan2024deep,
  title={Deep learning model for the prediction of all-cause mortality among long term care people in China: a prospective cohort study},
  author={Tan, Huai-Cheng and Zeng, Li-Jun and Yang, Shu-Juan and Hou, Li-Sha and Wu, Jin-Hui and Cai, Xin-Hui and Heng, Fei and Gu, Xu-Yu and Zhong, Yue and Dong, Bi-Rong and others},
  journal={Scientific Reports},
  volume={14},
  number={1},
  pages={14639},
  year={2024},
  publisher={Nature Publishing Group UK London}
}



@article{koyama2024,
    author = {Koyama, Alain K. and Nee, Robert and Yu, Wei and Choudhury, Devasmita and Heng, Fei and Cheung, Alfred K. and Cho, Monique E. and Norris, Keith C. and Yan, Guofen},
    title = {Homelessness and Risk of End-Stage Kidney Disease and Death in Veterans With Chronic Kidney Disease},
    journal = {JAMA Network Open},
    volume = {7},
    number = {9},
    pages = {e2431973-e2431973},
    year = {2024},
    month = {09},
    abstract = {Adults experiencing homelessness in the US face numerous challenges, including the management of chronic kidney disease (CKD). The extent of a potentially greater risk of adverse health outcomes in the population with CKD experiencing homelessness has not been adequately explored.To evaluate the association between a history of homelessness and the risk of end-stage kidney disease (ESKD) and death among veterans with incident CKD.This retrospective cohort study was conducted between January 1, 2005, and December 31, 2017. Participants included veterans aged 18 years and older with incident stage 3 to 5 CKD utilizing the Veterans Health Administration health care network in the US. Patients were followed-up through December 31, 2018, for the occurrence of ESKD and death. Analyses were performed from September 2022 to October 2023.History of homelessness, based on utilization of homeless services in the Veterans Health Administration or International Classification of Diseases, Ninth Revision or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes. Homelessness was measured during the 2-year baseline period prior to the index date of incident CKD.The primary outcomes were ESKD, based on initiation of kidney replacement therapy, and all-cause death. Adjusted hazard ratios (HRs) were calculated to compare veterans with a history of homelessness with those without a history of homelessness.Among 836 361 veterans, the largest proportion were aged 65 to 74 years (274 371 veterans [32.8\%]) or 75 to 84 years (270 890 veterans [32.4\%]), and 809 584 (96.8\%) were male. A total of 26 037 veterans (3.1\%) developed ESKD, and 359 991 (43.0\%) died. Compared with veterans who had not experienced homelessness, those with a history of homelessness showed a significantly greater risk of ESKD (adjusted HR, 1.15; 95\% CI, 1.10-1.20). A greater risk of all-cause death was also observed (HR, 1.48; 95\% CI, 1.46-1.50). After further adjustment for body mass index, comorbidities, and medication use, results were attenuated for all-cause death (HR, 1.09; 95\% CI, 1.07-1.11) and were no longer significant for ESKD (HR, 1.04; 95\% CI, 0.99-1.09).In this cohort study of veterans with incident stage 3 to 5 CKD, a history of homelessness was significantly associated with a greater risk of ESKD and death, underscoring the role of housing as a social determinant of health.},
    issn = {2574-3805},
    doi = {10.1001/jamanetworkopen.2024.31973},
    url = {https://doi.org/10.1001/jamanetworkopen.2024.31973},
    eprint = {https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2823325/koyama\_2024\_oi\_240959\_1724971275.76778.pdf},
}



@article{Heng2025,
author = {Heng, Fei and Sun, Yanqing and Li, Li and B. Gilbert, Peter},
title = {Estimation and Hypothesis Testing of Strain-Specific Vaccine Efficacy With Missing Strain Types With Application to a COVID-19 Vaccine Trial},
journal = {Statistics in Medicine},
volume = {44},
number = {6},
pages = {e10345},
keywords = {augmented inverse probability weighted complete-case estimation, competing risks model, COVID-19 vaccine efficacy trial, missing failure cause, stratified Cox proportional hazards model},
doi = {https://doi.org/10.1002/sim.10345},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.10345},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.10345},
abstract = {ABSTRACT Based on data from a randomized, controlled vaccine efficacy trial, this article develops statistical methods for assessing vaccine efficacy (VE) to prevent COVID-19 infections by a discrete set of genetic strains of SARS-CoV-2. Strain-specific VE adjusting for possibly time-varying covariates is estimated using augmented inverse probability weighting to address missing viral genotypes under a competing risks model that allows separate baseline hazards for different risk groups. Hypothesis tests are developed to assess whether the vaccine provides at least a specified level of VE against some viral genotypes and whether VE varies across genotypes. Asymptotic properties providing analytic inferences are derived and finite-sample properties of the estimators and hypothesis tests are studied through simulations. This research is motivated by the fact that previous analyses of COVID-19 vaccine efficacy did not account for missing genotypes, which can cause severe bias and efficiency loss. The theoretical properties and simulations demonstrate superior performance of the new methods. Application to the Moderna COVE trial identifies several SARS-CoV-2 genotype features with differential vaccine efficacy across genotypes, including lineage (Reference, Epsilon, Gamma, Zeta), indicators of residue match vs. mismatch to the vaccine-strain residue at Spike amino acid positions (identifying signatures of differential VE), and a weighted Hamming distance to the vaccine strain. The results show VE decreases against genotypes more distant from the vaccine strain, highlighting the need to update COVID-19 vaccine strains.},
year = {2025}
}
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In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_2025\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2025')\"\n      onkeypress=\"toggleGroup('group_2025')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2025</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"heng-sun-li-bgilbert-estimationandhypothesistestingofstrainspecificvaccineefficacywithmissingstraintypeswithapplicationtoacovid19vaccinetrial-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.10345\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'heng-sun-li-bgilbert-estimationandhypothesistestingofstrainspecificvaccineefficacywithmissingstraintypeswithapplicationtoacovid19vaccinetrial-2025', 'https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.10345', event);\">\n    Estimation and Hypothesis Testing of Strain-Specific Vaccine Efficacy With Missing Strain Types With Application to a COVID-19 Vaccine Trial.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Sun, Y.; Li, L.;  and B. Gilbert, P.\n</span>\n\n  \n\n</span>\n\n  <i>Statistics in Medicine</i>, 44(6): e10345.  2025.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.10345\"\n     onclick=\"log_download('heng-sun-li-bgilbert-estimationandhypothesistestingofstrainspecificvaccineefficacywithmissingstraintypeswithapplicationtoacovid19vaccinetrial-2025', 'https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.10345', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Estimation and Hypothesis Testing of Strain-Specific Vaccine Efficacy With Missing Strain Types With Application to a COVID-19 Vaccine Trial [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1002/sim.10345\"\n     onclick=\"log_download('heng-sun-li-bgilbert-estimationandhypothesistestingofstrainspecificvaccineefficacywithmissingstraintypeswithapplicationtoacovid19vaccinetrial-2025', 'http://doi.org/https://doi.org/10.1002/sim.10345', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/heng-sun-li-bgilbert-estimationandhypothesistestingofstrainspecificvaccineefficacywithmissingstraintypeswithapplicationtoacovid19vaccinetrial-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('heng-sun-li-bgilbert-estimationandhypothesistestingofstrainspecificvaccineefficacywithmissingstraintypeswithapplicationtoacovid19vaccinetrial-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Heng2025,\nauthor = {Heng, Fei and Sun, Yanqing and Li, Li and B. Gilbert, Peter},\ntitle = {Estimation and Hypothesis Testing of Strain-Specific Vaccine Efficacy With Missing Strain Types With Application to a COVID-19 Vaccine Trial},\njournal = {Statistics in Medicine},\nvolume = {44},\nnumber = {6},\npages = {e10345},\nkeywords = {augmented inverse probability weighted complete-case estimation, competing risks model, COVID-19 vaccine efficacy trial, missing failure cause, stratified Cox proportional hazards model},\ndoi = {https://doi.org/10.1002/sim.10345},\nurl = {https://onlinelibrary.wiley.com/doi/abs/10.1002/sim.10345},\neprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.10345},\nabstract = {ABSTRACT Based on data from a randomized, controlled vaccine efficacy trial, this article develops statistical methods for assessing vaccine efficacy (VE) to prevent COVID-19 infections by a discrete set of genetic strains of SARS-CoV-2. Strain-specific VE adjusting for possibly time-varying covariates is estimated using augmented inverse probability weighting to address missing viral genotypes under a competing risks model that allows separate baseline hazards for different risk groups. Hypothesis tests are developed to assess whether the vaccine provides at least a specified level of VE against some viral genotypes and whether VE varies across genotypes. Asymptotic properties providing analytic inferences are derived and finite-sample properties of the estimators and hypothesis tests are studied through simulations. This research is motivated by the fact that previous analyses of COVID-19 vaccine efficacy did not account for missing genotypes, which can cause severe bias and efficiency loss. The theoretical properties and simulations demonstrate superior performance of the new methods. Application to the Moderna COVE trial identifies several SARS-CoV-2 genotype features with differential vaccine efficacy across genotypes, including lineage (Reference, Epsilon, Gamma, Zeta), indicators of residue match vs. mismatch to the vaccine-strain residue at Spike amino acid positions (identifying signatures of differential VE), and a weighted Hamming distance to the vaccine strain. The results show VE decreases against genotypes more distant from the vaccine strain, highlighting the need to update COVID-19 vaccine strains.},\nyear = {2025}\n}\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  ABSTRACT Based on data from a randomized, controlled vaccine efficacy trial, this article develops statistical methods for assessing vaccine efficacy (VE) to prevent COVID-19 infections by a discrete set of genetic strains of SARS-CoV-2. Strain-specific VE adjusting for possibly time-varying covariates is estimated using augmented inverse probability weighting to address missing viral genotypes under a competing risks model that allows separate baseline hazards for different risk groups. Hypothesis tests are developed to assess whether the vaccine provides at least a specified level of VE against some viral genotypes and whether VE varies across genotypes. Asymptotic properties providing analytic inferences are derived and finite-sample properties of the estimators and hypothesis tests are studied through simulations. This research is motivated by the fact that previous analyses of COVID-19 vaccine efficacy did not account for missing genotypes, which can cause severe bias and efficiency loss. The theoretical properties and simulations demonstrate superior performance of the new methods. Application to the Moderna COVE trial identifies several SARS-CoV-2 genotype features with differential vaccine efficacy across genotypes, including lineage (Reference, Epsilon, Gamma, Zeta), indicators of residue match vs. mismatch to the vaccine-strain residue at Spike amino acid positions (identifying signatures of differential VE), and a weighted Hamming distance to the vaccine strain. The results show VE decreases against genotypes more distant from the vaccine strain, highlighting the need to update COVID-19 vaccine strains.\n</div>\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2024\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2024')\"\n      onkeypress=\"toggleGroup('group_2024')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2024</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"yan-nee-scialla-greene-yu-heng-cheung-norris-roleofageandcompetingriskofdeathintheracialdisparityofkidneyfailureincidenceafteronsetofchronickidneydisease-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Role of Age and Competing Risk of Death in the Racial Disparity of Kidney Failure Incidence after Onset of Chronic Kidney Disease.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yan, G.; Nee, R.; Scialla, J. J; Greene, T.; Yu, W.; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Cheung, A. K;  and Norris, K. C\n</span>\n\n  \n\n</span>\n\n  <i>Journal of the American Society of Nephrology</i>,10–1681.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yan-nee-scialla-greene-yu-heng-cheung-norris-roleofageandcompetingriskofdeathintheracialdisparityofkidneyfailureincidenceafteronsetofchronickidneydisease-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yan-nee-scialla-greene-yu-heng-cheung-norris-roleofageandcompetingriskofdeathintheracialdisparityofkidneyfailureincidenceafteronsetofchronickidneydisease-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{yan2024jasn,\n  title={Role of Age and Competing Risk of Death in the Racial Disparity of Kidney Failure Incidence after Onset of Chronic Kidney Disease},\n  author={Yan, Guofen and Nee, Robert and Scialla, Julia J and Greene, Tom and Yu, Wei and Heng, Fei and Cheung, Alfred K and Norris, Keith C},\n  journal={Journal of the American Society of Nephrology},\n  pages={10--1681},\n  year={2024},\n  publisher={LWW}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"magaret-li-decamp-rolland-juraska-williamson-ludwig-molitor-etal-quantifyinghowsingledosead26cov2svaccineefficacydependsonspikesequencefeatures-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1038/s41467-024-46536-w\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'magaret-li-decamp-rolland-juraska-williamson-ludwig-molitor-etal-quantifyinghowsingledosead26cov2svaccineefficacydependsonspikesequencefeatures-2024', 'https://doi.org/10.1038/s41467-024-46536-w', event);\">\n    Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Magaret, C. A.; Li, L.; deCamp , A. C.; Rolland, M.; Juraska, M.; Williamson, B. D.; Ludwig, J.; Molitor, C.; Benkeser, D.; Luedtke, A.; Simpkins, B.; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Sun, Y.; Carpp, L. N.; Bai, H.; Dearlove, B. L.; Giorgi, E. E.; Jongeneelen, M.; Brandenburg, B.; McCallum, M.; Bowen, J. E.; Veesler, D.; Sadoff, J.; Gray, G. E.; Roels, S.; Vandebosch, A.; Stieh, D. J.; Le Gars, M.; Vingerhoets, J.; Grinsztejn, B.; Goepfert, P. A.; de Sousa, L. P.; Silva, M. S. T.; Casapia, M.; Losso, M. H.; Little, S. J.; Gaur, A.; Bekker, L.; Garrett, N.; Truyers, C.; Van Dromme, I.; Swann, E.; Marovich, M. A.; Follmann, D.; Neuzil, K. M.; Corey, L.; Greninger, A. L.; Roychoudhury, P.; Hyrien, O.;  and Gilbert, P. B.\n</span>\n\n  \n\n</span>\n\n  <i>Nature Communications</i>, 15(1): 2175. Mar 2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1038/s41467-024-46536-w\"\n     onclick=\"log_download('magaret-li-decamp-rolland-juraska-williamson-ludwig-molitor-etal-quantifyinghowsingledosead26cov2svaccineefficacydependsonspikesequencefeatures-2024', 'https://doi.org/10.1038/s41467-024-46536-w', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1038/s41467-024-46536-w\"\n     onclick=\"log_download('magaret-li-decamp-rolland-juraska-williamson-ludwig-molitor-etal-quantifyinghowsingledosead26cov2svaccineefficacydependsonspikesequencefeatures-2024', 'http://doi.org/10.1038/s41467-024-46536-w', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/magaret-li-decamp-rolland-juraska-williamson-ludwig-molitor-etal-quantifyinghowsingledosead26cov2svaccineefficacydependsonspikesequencefeatures-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('magaret-li-decamp-rolland-juraska-williamson-ludwig-molitor-etal-quantifyinghowsingledosead26cov2svaccineefficacydependsonspikesequencefeatures-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Magaret2024,\nauthor={Magaret, Craig A.\nand Li, Li\nand deCamp, Allan C.\nand Rolland, Morgane\nand Juraska, Michal\nand Williamson, Brian D.\nand Ludwig, James\nand Molitor, Cindy\nand Benkeser, David\nand Luedtke, Alex\nand Simpkins, Brian\nand Heng, Fei\nand Sun, Yanqing\nand Carpp, Lindsay N.\nand Bai, Hongjun\nand Dearlove, Bethany L.\nand Giorgi, Elena E.\nand Jongeneelen, Mandy\nand Brandenburg, Boerries\nand McCallum, Matthew\nand Bowen, John E.\nand Veesler, David\nand Sadoff, Jerald\nand Gray, Glenda E.\nand Roels, Sanne\nand Vandebosch, An\nand Stieh, Daniel J.\nand Le Gars, Mathieu\nand Vingerhoets, Johan\nand Grinsztejn, Beatriz\nand Goepfert, Paul A.\nand de Sousa, Leonardo Paiva\nand Silva, Mayara Secco Torres\nand Casapia, Martin\nand Losso, Marcelo H.\nand Little, Susan J.\nand Gaur, Aditya\nand Bekker, Linda-Gail\nand Garrett, Nigel\nand Truyers, Carla\nand Van Dromme, Ilse\nand Swann, Edith\nand Marovich, Mary A.\nand Follmann, Dean\nand Neuzil, Kathleen M.\nand Corey, Lawrence\nand Greninger, Alexander L.\nand Roychoudhury, Pavitra\nand Hyrien, Ollivier\nand Gilbert, Peter B.},\ntitle={Quantifying how single dose Ad26.COV2.S vaccine efficacy depends on Spike sequence features},\njournal={Nature Communications},\nyear={2024},\nmonth={Mar},\nday={11},\nvolume={15},\nnumber={1},\npages={2175},\nissn={2041-1723},\ndoi={10.1038/s41467-024-46536-w},\nurl={https://doi.org/10.1038/s41467-024-46536-w}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"tan-zeng-yang-hou-wu-cai-heng-gu-etal-deeplearningmodelforthepredictionofallcausemortalityamonglongtermcarepeopleinchinaaprospectivecohortstudy-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Deep learning model for the prediction of all-cause mortality among long term care people in China: a prospective cohort study.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Tan, H.; Zeng, L.; Yang, S.; Hou, L.; Wu, J.; Cai, X.; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Gu, X.; Zhong, Y.; Dong, B.;  and others\n</span>\n\n  \n\n</span>\n\n  <i>Scientific Reports</i>, 14(1): 14639.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tan-zeng-yang-hou-wu-cai-heng-gu-etal-deeplearningmodelforthepredictionofallcausemortalityamonglongtermcarepeopleinchinaaprospectivecohortstudy-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tan-zeng-yang-hou-wu-cai-heng-gu-etal-deeplearningmodelforthepredictionofallcausemortalityamonglongtermcarepeopleinchinaaprospectivecohortstudy-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{tan2024deep,\n  title={Deep learning model for the prediction of all-cause mortality among long term care people in China: a prospective cohort study},\n  author={Tan, Huai-Cheng and Zeng, Li-Jun and Yang, Shu-Juan and Hou, Li-Sha and Wu, Jin-Hui and Cai, Xin-Hui and Heng, Fei and Gu, Xu-Yu and Zhong, Yue and Dong, Bi-Rong and others},\n  journal={Scientific Reports},\n  volume={14},\n  number={1},\n  pages={14639},\n  year={2024},\n  publisher={Nature Publishing Group UK London}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"koyama-nee-yu-choudhury-heng-cheung-cho-norris-etal-homelessnessandriskofendstagekidneydiseaseanddeathinveteranswithchronickidneydisease-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1001/jamanetworkopen.2024.31973\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'koyama-nee-yu-choudhury-heng-cheung-cho-norris-etal-homelessnessandriskofendstagekidneydiseaseanddeathinveteranswithchronickidneydisease-2024', 'https://doi.org/10.1001/jamanetworkopen.2024.31973', event);\">\n    Homelessness and Risk of End-Stage Kidney Disease and Death in Veterans With Chronic Kidney Disease.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Koyama, A. K.; Nee, R.; Yu, W.; Choudhury, D.; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Cheung, A. K.; Cho, M. E.; Norris, K. C.;  and Yan, G.\n</span>\n\n  \n\n</span>\n\n  <i>JAMA Network Open</i>, 7(9): e2431973-e2431973. 09 2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1001/jamanetworkopen.2024.31973\"\n     onclick=\"log_download('koyama-nee-yu-choudhury-heng-cheung-cho-norris-etal-homelessnessandriskofendstagekidneydiseaseanddeathinveteranswithchronickidneydisease-2024', 'https://doi.org/10.1001/jamanetworkopen.2024.31973', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Homelessness and Risk of End-Stage Kidney Disease and Death in Veterans With Chronic Kidney Disease [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1001/jamanetworkopen.2024.31973\"\n     onclick=\"log_download('koyama-nee-yu-choudhury-heng-cheung-cho-norris-etal-homelessnessandriskofendstagekidneydiseaseanddeathinveteranswithchronickidneydisease-2024', 'http://doi.org/10.1001/jamanetworkopen.2024.31973', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/koyama-nee-yu-choudhury-heng-cheung-cho-norris-etal-homelessnessandriskofendstagekidneydiseaseanddeathinveteranswithchronickidneydisease-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('koyama-nee-yu-choudhury-heng-cheung-cho-norris-etal-homelessnessandriskofendstagekidneydiseaseanddeathinveteranswithchronickidneydisease-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{koyama2024,\n    author = {Koyama, Alain K. and Nee, Robert and Yu, Wei and Choudhury, Devasmita and Heng, Fei and Cheung, Alfred K. and Cho, Monique E. and Norris, Keith C. and Yan, Guofen},\n    title = {Homelessness and Risk of End-Stage Kidney Disease and Death in Veterans With Chronic Kidney Disease},\n    journal = {JAMA Network Open},\n    volume = {7},\n    number = {9},\n    pages = {e2431973-e2431973},\n    year = {2024},\n    month = {09},\n    abstract = {Adults experiencing homelessness in the US face numerous challenges, including the management of chronic kidney disease (CKD). The extent of a potentially greater risk of adverse health outcomes in the population with CKD experiencing homelessness has not been adequately explored.To evaluate the association between a history of homelessness and the risk of end-stage kidney disease (ESKD) and death among veterans with incident CKD.This retrospective cohort study was conducted between January 1, 2005, and December 31, 2017. Participants included veterans aged 18 years and older with incident stage 3 to 5 CKD utilizing the Veterans Health Administration health care network in the US. Patients were followed-up through December 31, 2018, for the occurrence of ESKD and death. Analyses were performed from September 2022 to October 2023.History of homelessness, based on utilization of homeless services in the Veterans Health Administration or International Classification of Diseases, Ninth Revision or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes. Homelessness was measured during the 2-year baseline period prior to the index date of incident CKD.The primary outcomes were ESKD, based on initiation of kidney replacement therapy, and all-cause death. Adjusted hazard ratios (HRs) were calculated to compare veterans with a history of homelessness with those without a history of homelessness.Among 836 361 veterans, the largest proportion were aged 65 to 74 years (274 371 veterans [32.8\\%]) or 75 to 84 years (270 890 veterans [32.4\\%]), and 809 584 (96.8\\%) were male. A total of 26 037 veterans (3.1\\%) developed ESKD, and 359 991 (43.0\\%) died. Compared with veterans who had not experienced homelessness, those with a history of homelessness showed a significantly greater risk of ESKD (adjusted HR, 1.15; 95\\% CI, 1.10-1.20). A greater risk of all-cause death was also observed (HR, 1.48; 95\\% CI, 1.46-1.50). After further adjustment for body mass index, comorbidities, and medication use, results were attenuated for all-cause death (HR, 1.09; 95\\% CI, 1.07-1.11) and were no longer significant for ESKD (HR, 1.04; 95\\% CI, 0.99-1.09).In this cohort study of veterans with incident stage 3 to 5 CKD, a history of homelessness was significantly associated with a greater risk of ESKD and death, underscoring the role of housing as a social determinant of health.},\n    issn = {2574-3805},\n    doi = {10.1001/jamanetworkopen.2024.31973},\n    url = {https://doi.org/10.1001/jamanetworkopen.2024.31973},\n    eprint = {https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2823325/koyama\\_2024\\_oi\\_240959\\_1724971275.76778.pdf},\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Adults experiencing homelessness in the US face numerous challenges, including the management of chronic kidney disease (CKD). The extent of a potentially greater risk of adverse health outcomes in the population with CKD experiencing homelessness has not been adequately explored.To evaluate the association between a history of homelessness and the risk of end-stage kidney disease (ESKD) and death among veterans with incident CKD.This retrospective cohort study was conducted between January 1, 2005, and December 31, 2017. Participants included veterans aged 18 years and older with incident stage 3 to 5 CKD utilizing the Veterans Health Administration health care network in the US. Patients were followed-up through December 31, 2018, for the occurrence of ESKD and death. Analyses were performed from September 2022 to October 2023.History of homelessness, based on utilization of homeless services in the Veterans Health Administration or International Classification of Diseases, Ninth Revision or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes. Homelessness was measured during the 2-year baseline period prior to the index date of incident CKD.The primary outcomes were ESKD, based on initiation of kidney replacement therapy, and all-cause death. Adjusted hazard ratios (HRs) were calculated to compare veterans with a history of homelessness with those without a history of homelessness.Among 836 361 veterans, the largest proportion were aged 65 to 74 years (274 371 veterans [32.8%]) or 75 to 84 years (270 890 veterans [32.4%]), and 809 584 (96.8%) were male. A total of 26 037 veterans (3.1%) developed ESKD, and 359 991 (43.0%) died. Compared with veterans who had not experienced homelessness, those with a history of homelessness showed a significantly greater risk of ESKD (adjusted HR, 1.15; 95% CI, 1.10-1.20). A greater risk of all-cause death was also observed (HR, 1.48; 95% CI, 1.46-1.50). After further adjustment for body mass index, comorbidities, and medication use, results were attenuated for all-cause death (HR, 1.09; 95% CI, 1.07-1.11) and were no longer significant for ESKD (HR, 1.04; 95% CI, 0.99-1.09).In this cohort study of veterans with incident stage 3 to 5 CKD, a history of homelessness was significantly associated with a greater risk of ESKD and death, underscoring the role of housing as a social determinant of health.\n</div>\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sun-heng-lee-gilbert-estimationofconditionalcumulativeincidencefunctionsundergeneralizedsemiparametricregressionmodelswithmissingcovariateswithapplicationtoanalysisofbiomarkercorrelatesinvaccinetrials-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Estimation of conditional cumulative incidence functions under generalized semiparametric regression models with missing covariates, with application to analysis of biomarker correlates in vaccine trials.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sun, Y.; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Lee, U.;  and Gilbert, P. B\n</span>\n\n  \n\n</span>\n\n  <i>Canadian Journal of Statistics</i>, 51(1): 235–257.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sun-heng-lee-gilbert-estimationofconditionalcumulativeincidencefunctionsundergeneralizedsemiparametricregressionmodelswithmissingcovariateswithapplicationtoanalysisofbiomarkercorrelatesinvaccinetrials-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sun-heng-lee-gilbert-estimationofconditionalcumulativeincidencefunctionsundergeneralizedsemiparametricregressionmodelswithmissingcovariateswithapplicationtoanalysisofbiomarkercorrelatesinvaccinetrials-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sun2023estimation,\n  title={Estimation of conditional cumulative incidence functions under generalized semiparametric regression models with missing covariates, with application to analysis of biomarker correlates in vaccine trials},\n  author={Sun, Yanqing and Heng, Fei and Lee, Unkyung and Gilbert, Peter B},\n  journal={Canadian Journal of Statistics},\n  volume={51},\n  number={1},\n  pages={235--257},\n  year={2023},\n  publisher={John Wiley \\&amp; Sons, Inc. Hoboken, USA}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"butts-gococobenore-pai-moustafa-heng-chen-zhao-manochakian-etal-briefreportriskstratificationfollowingcurativetherapyforstageinsclc-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Brief report: risk stratification following curative therapy for stage I NSCLC.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Butts, E.; Gococo-Benore, D.; Pai, T.; Moustafa, M. A.; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Chen, R.; Zhao, Y.; Manochakian, R.;  and Lou, Y.\n</span>\n\n  \n\n</span>\n\n  <i>Frontiers in oncology</i>, 13.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/butts-gococobenore-pai-moustafa-heng-chen-zhao-manochakian-etal-briefreportriskstratificationfollowingcurativetherapyforstageinsclc-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('butts-gococobenore-pai-moustafa-heng-chen-zhao-manochakian-etal-briefreportriskstratificationfollowingcurativetherapyforstageinsclc-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{butts2023brief,\n  title={Brief report: risk stratification following curative therapy for stage I NSCLC},\n  author={Butts, Emily and Gococo-Benore, Denise and Pai, Tanmayi and Moustafa, Muhamad Alhaj and Heng, Fei and Chen, Ruqin and Zhao, Yujie and Manochakian, Rami and Lou, Yanyan},\n  journal={Frontiers in oncology},\n  volume={13},\n  year={2023},\n  publisher={Frontiers Media SA}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"koyama-nee-yu-choudhury-heng-cheung-norris-cho-etal-roleofanemiaindementiariskamongveteranswithincidentckd-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Role of Anemia in Dementia risk among veterans with incident CKD.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Koyama, A. K; Nee, R.; Yu, W.; Choudhury, D.; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Cheung, A. K; Norris, K. C; Cho, M. E;  and Yan, G.\n</span>\n\n  \n\n</span>\n\n  <i>American Journal of Kidney Diseases</i>, 82(6): 706–714.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/koyama-nee-yu-choudhury-heng-cheung-norris-cho-etal-roleofanemiaindementiariskamongveteranswithincidentckd-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('koyama-nee-yu-choudhury-heng-cheung-norris-cho-etal-roleofanemiaindementiariskamongveteranswithincidentckd-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{koyama2023,\n  title={Role of Anemia in Dementia risk among veterans with incident CKD},\n  author={Koyama, Alain K and Nee, Robert and Yu, Wei and Choudhury, Devasmita and Heng, Fei and Cheung, Alfred K and Norris, Keith C and Cho, Monique E and Yan, Guofen},\n  journal={American Journal of Kidney Diseases},\n  volume={82},\n  number={6},\n  pages={706--714},\n  year={2023},\n  publisher={Elsevier}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"heng-sun-gilbert-estimationandhypothesistestingofstrainspecificvaccineefficacywithmissingstraintypeswithapplicationstoacovid19vaccinetrial-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Estimation and Hypothesis Testing of Strain-Specific Vaccine Efficacy with Missing Strain Types, with Applications to a COVID-19 Vaccine Trial.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Sun, Y.;  and Gilbert, P. B\n</span>\n\n  \n\n</span>\n\n  <i>arXiv preprint arXiv:2201.08946</i>.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/heng-sun-gilbert-estimationandhypothesistestingofstrainspecificvaccineefficacywithmissingstraintypeswithapplicationstoacovid19vaccinetrial-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('heng-sun-gilbert-estimationandhypothesistestingofstrainspecificvaccineefficacywithmissingstraintypeswithapplicationstoacovid19vaccinetrial-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{heng2022estimation,\n  title={Estimation and Hypothesis Testing of Strain-Specific Vaccine Efficacy with Missing Strain Types, with Applications to a COVID-19 Vaccine Trial},\n  author={Heng, Fei and Sun, Yanqing and Gilbert, Peter B},\n  journal={arXiv preprint arXiv:2201.08946},\n  year={2022}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shi-seegobin-heng-zhou-chen-qin-manochakian-zhao-etal-genomiclandscapeoflungadenocarcinomasindifferentraces-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Genomic landscape of lung adenocarcinomas in different races.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shi, H.; Seegobin, K.; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Zhou, K.; Chen, R.; Qin, H.; Manochakian, R.; Zhao, Y.;  and Lou, Y.\n</span>\n\n  \n\n</span>\n\n  <i>Frontiers in oncology</i>, 12: 946625.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shi-seegobin-heng-zhou-chen-qin-manochakian-zhao-etal-genomiclandscapeoflungadenocarcinomasindifferentraces-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('shi-seegobin-heng-zhou-chen-qin-manochakian-zhao-etal-genomiclandscapeoflungadenocarcinomasindifferentraces-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{shi2022genomic,\n  title={Genomic landscape of lung adenocarcinomas in different races},\n  author={Shi, Huashan and Seegobin, Karan and Heng, Fei and Zhou, Kexun and Chen, Ruqin and Qin, Hong and Manochakian, Rami and Zhao, Yujie and Lou, Yanyan},\n  journal={Frontiers in oncology},\n  volume={12},\n  pages={946625},\n  year={2022},\n  publisher={Frontiers}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"qi-sun-juraska-moodie-magaret-heng-carpp-gilbert-neutralizingantibodycorrelatesofsequencespecificdenguediseaseinatetravalentdenguevaccineefficacytrialinasia-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Neutralizing antibody correlates of sequence specific dengue disease in a tetravalent dengue vaccine efficacy trial in Asia.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Qi, L.; Sun, Y.; Juraska, M.; Moodie, Z.; Magaret, C. A; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Carpp, L. N;  and Gilbert, P. B\n</span>\n\n  \n\n</span>\n\n  <i>Vaccine</i>, 40(41): 5912–5923.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/qi-sun-juraska-moodie-magaret-heng-carpp-gilbert-neutralizingantibodycorrelatesofsequencespecificdenguediseaseinatetravalentdenguevaccineefficacytrialinasia-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('qi-sun-juraska-moodie-magaret-heng-carpp-gilbert-neutralizingantibodycorrelatesofsequencespecificdenguediseaseinatetravalentdenguevaccineefficacytrialinasia-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{qi2022neutralizing,\n  title={Neutralizing antibody correlates of sequence specific dengue disease in a tetravalent dengue vaccine efficacy trial in Asia},\n  author={Qi, Li and Sun, Yanqing and Juraska, Michal and Moodie, Zoe and Magaret, Craig A and Heng, Fei and Carpp, Lindsay N and Gilbert, Peter B},\n  journal={Vaccine},\n  volume={40},\n  number={41},\n  pages={5912--5923},\n  year={2022},\n  publisher={Elsevier}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"matzoindergard-mauriciorodriguezlanetty-acclimationtoelevatedtemperaturesinacroporacervicorniseffectsofhostgenotypeandsymbiontshuffling-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Acclimation to elevated temperatures in Acropora cervicornis: effects of host genotype and symbiont shuffling.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Matz O. Indergard, A. B.;  and Mauricio Rodriguez-Lanetty, F. H.\n</span>\n\n  \n\n</span>\n\n  <i>Marine Ecology Progress Series</i>, 701: 41–65.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/matzoindergard-mauriciorodriguezlanetty-acclimationtoelevatedtemperaturesinacroporacervicorniseffectsofhostgenotypeandsymbiontshuffling-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('matzoindergard-mauriciorodriguezlanetty-acclimationtoelevatedtemperaturesinacroporacervicorniseffectsofhostgenotypeandsymbiontshuffling-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{matz2022acclimation,\n  title={Acclimation to elevated temperatures in Acropora cervicornis: effects of host genotype and symbiont shuffling},\n  author={Matz O. Indergard, Anthony Bellantuono, Mauricio Rodriguez-Lanetty, Fei Heng, Matthew R. Gilg},\n  journal={Marine Ecology Progress Series},\n  volume={701},\n  pages={41--65},\n  year={2022}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sun-shou-gilbert-heng-qian-semiparametricadditivetimevaryingcoefficientsmodelforlongitudinaldatawithcensoredtimeorigin-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Semiparametric additive time-varying coefficients model for longitudinal data with censored time origin.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sun, Y.; Shou, Q.; Gilbert, P. B; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>;  and Qian, X.\n</span>\n\n  \n\n</span>\n\n  <i>Biometrics</i>.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sun-shou-gilbert-heng-qian-semiparametricadditivetimevaryingcoefficientsmodelforlongitudinaldatawithcensoredtimeorigin-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sun-shou-gilbert-heng-qian-semiparametricadditivetimevaryingcoefficientsmodelforlongitudinaldatawithcensoredtimeorigin-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sun2021semiparametric,\n  title={Semiparametric additive time-varying coefficients model for longitudinal data with censored time origin},\n  author={Sun, Yanqing and Shou, Qiong and Gilbert, Peter B and Heng, Fei and Qian, Xiyuan},\n  journal={Biometrics},\n  year={2021}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"sun-qi-heng-gilbert-ahybridapproachforthestratifiedmarkspecificproportionalhazardsmodelwithmissingcovariatesandmissingmarkswithapplicationtovaccineefficacytrials-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A hybrid approach for the stratified mark-specific proportional hazards model with missing covariates and missing marks, with application to vaccine efficacy trials.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sun, Y.; Qi, L.; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>;  and Gilbert, P. B\n</span>\n\n  \n\n</span>\n\n  <i>Journal of the Royal Statistical Society: Series C (Applied Statistics)</i>, 69(4): 791–814.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sun-qi-heng-gilbert-ahybridapproachforthestratifiedmarkspecificproportionalhazardsmodelwithmissingcovariatesandmissingmarkswithapplicationtovaccineefficacytrials-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sun-qi-heng-gilbert-ahybridapproachforthestratifiedmarkspecificproportionalhazardsmodelwithmissingcovariatesandmissingmarkswithapplicationtovaccineefficacytrials-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sun2020hybrid,\n  title={A hybrid approach for the stratified mark-specific proportional hazards model with missing covariates and missing marks, with application to vaccine efficacy trials},\n  author={Sun, Yanqing and Qi, Li and Heng, Fei and Gilbert, Peter B},\n  journal={Journal of the Royal Statistical Society: Series C (Applied Statistics)},\n  volume={69},\n  number={4},\n  pages={791--814},\n  year={2020},\n  publisher={Wiley Online Library}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"heng-sun-hyun-gilbert-analysisofthetimevaryingcoxmodelforthecausespecifichazardfunctionswithmissingcauses-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Analysis of the time-varying Cox model for the cause-specific hazard functions with missing causes.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>; Sun, Y.; Hyun, S.;  and Gilbert, P. B\n</span>\n\n  \n\n</span>\n\n  <i>Lifetime data analysis</i>, 26(4): 731–760.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/heng-sun-hyun-gilbert-analysisofthetimevaryingcoxmodelforthecausespecifichazardfunctionswithmissingcauses-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('heng-sun-hyun-gilbert-analysisofthetimevaryingcoxmodelforthecausespecifichazardfunctionswithmissingcauses-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{heng2020analysis,\n  title={Analysis of the time-varying Cox model for the cause-specific hazard functions with missing causes},\n  author={Heng, Fei and Sun, Yanqing and Hyun, Seunggeun and Gilbert, Peter B},\n  journal={Lifetime data analysis},\n  volume={26},\n  number={4},\n  pages={731--760},\n  year={2020},\n  publisher={Springer US}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"heng-dynamicmodelingofincompleteeventhistorydata-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Dynamic Modeling of Incomplete Event History Data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>\n</span>\n\n  \n\n</span>\n\n  Ph.D. Thesis, The University of North Carolina at Charlotte,  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/heng-dynamicmodelingofincompleteeventhistorydata-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('heng-dynamicmodelingofincompleteeventhistorydata-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@phdthesis{heng2019dynamic,\n  title={Dynamic Modeling of Incomplete Event History Data},\n  author={Heng, Fei},\n  year={2019},\n  school={The University of North Carolina at Charlotte}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sun-qi-heng-gilbert-analysisofgeneralizedsemiparametricmixedvaryingcoefficientsmodelsforlongitudinaldata-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Analysis of generalized semiparametric mixed varying-coefficients models for longitudinal data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Sun, Y.; Qi, L.; <a class=\"bibbase author link\" href=\"https://fei-heng.github.io/publications.html\">Heng, F.</a>;  and Gilbert, P. B\n</span>\n\n  \n\n</span>\n\n  <i>Canadian Journal of Statistics</i>, 47(3): 352–373.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sun-qi-heng-gilbert-analysisofgeneralizedsemiparametricmixedvaryingcoefficientsmodelsforlongitudinaldata-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sun-qi-heng-gilbert-analysisofgeneralizedsemiparametricmixedvaryingcoefficientsmodelsforlongitudinaldata-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{sun2019analysis,\n  title={Analysis of generalized semiparametric mixed varying-coefficients models for longitudinal data},\n  author={Sun, Yanqing and Qi, Li and Heng, Fei and Gilbert, Peter B},\n  journal={Canadian Journal of Statistics},\n  volume={47},\n  number={3},\n  pages={352--373},\n  year={2019},\n  publisher={Wiley Online Library}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);