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2026 (3)

A pilot feasibility study of human-centered design for cirrhosis care: Development and pilot testing of SMARTLiver prototype, a FHIR-based clinical decision support system for hepatology. Sunchu, K.; Desai, A. P; Vuppalanchi, R.; and Purkayastha, S. PLOS Digital Health, 5(1): e0000969. 2026.
link bibtex

@article{sunchu2026pilot,
  title={A pilot feasibility study of human-centered design for cirrhosis care: Development and pilot testing of SMARTLiver prototype, a FHIR-based clinical decision support system for hepatology},
  author={Sunchu, Keerthika and Desai, Archita P and Vuppalanchi, Raj and Purkayastha, Saptarshi},
  journal={PLOS Digital Health},
  volume={5},
  number={1},
  pages={e0000969},
  year={2026},
  publisher={Public Library of Science San Francisco, CA USA}
}

Automated Logical Observation Identifiers Names and Codes mapping with biomedical natural language processing models: enabling scalable health information exchange via the Open Concept Lab. Naliyatthaliyazchayil, P.; Sangam, V. R.; Amlung, J.; Kanter, A. S; Purkayastha, S.; and Payne, J. Journal of the American Medical Informatics Association,ocag010. 2026.
link bibtex

@article{naliyatthaliyazchayil2026automated,
  title={Automated Logical Observation Identifiers Names and Codes mapping with biomedical natural language processing models: enabling scalable health information exchange via the Open Concept Lab},
  author={Naliyatthaliyazchayil, Parvati and Sangam, Venkat Ramana and Amlung, Joseph and Kanter, Andrew S and Purkayastha, Saptarshi and Payne, Jonathan},
  journal={Journal of the American Medical Informatics Association},
  pages={ocag010},
  year={2026},
  publisher={Oxford University Press}
}

Human-Guided Agentic AI for Multimodal Clinical Prediction: Lessons from the AgentDS Healthcare Benchmark. Pulavarthy, L. P.; Muthyala, R.; Kuruvikkattil, A. V; Yin, Z.; Kudamala, R.; and Purkayastha, S. arXiv preprint arXiv:2602.19502. 2026.
link bibtex

@article{pulavarthy2026human,
  title={Human-Guided Agentic AI for Multimodal Clinical Prediction: Lessons from the AgentDS Healthcare Benchmark},
  author={Pulavarthy, Lalitha Pranathi and Muthyala, Raajitha and Kuruvikkattil, Aravind V and Yin, Zhenan and Kudamala, Rashmita and Purkayastha, Saptarshi},
  journal={arXiv preprint arXiv:2602.19502},
  year={2026}
}

2025 (15)

Patterns of platelet use evaluated in EHR networks of the Biologics Effectiveness and Safety Initiative, 2012–2018. Villa, C. H; Biondich, P.; Draper, N. L; Dores, G. M; Storch, E.; Chada, K.; Wong, H.; Whitaker, B.; Obidi, J.; Vossoughi, S.; and others Transfusion, 65(2): 267–276. 2025.
link bibtex

@article{villa2025patterns,
  title={Patterns of platelet use evaluated in EHR networks of the Biologics Effectiveness and Safety Initiative, 2012--2018},
  author={Villa, Carlos H and Biondich, Paul and Draper, Nicole L and Dores, Gra{\c{c}}a M and Storch, Emily and Chada, Kinnera and Wong, Hui-Lee and Whitaker, Barbee and Obidi, Joyce and Vossoughi, Sarah and others},
  journal={Transfusion},
  volume={65},
  number={2},
  pages={267--276},
  year={2025},
  publisher={John Wiley \& Sons, Inc. Hoboken, USA}
}

DICOM LUT is a key step in medical image preprocessing towards AI generalizability. Dapamede, T.; Li, F.; Khosravi, B.; Purkayastha, S.; Trivedi, H.; and Gichoya, J. Journal of Imaging Informatics in Medicine,1–9. 2025.
link bibtex

@article{dapamede2025dicom,
  title={DICOM LUT is a key step in medical image preprocessing towards AI generalizability},
  author={Dapamede, Theo and Li, Frank and Khosravi, Bardia and Purkayastha, Saptarshi and Trivedi, Hari and Gichoya, Judy},
  journal={Journal of Imaging Informatics in Medicine},
  pages={1--9},
  year={2025},
  publisher={Springer International Publishing Cham}
}

Innovating Challenges and Experiences in Emory Health AI Bias Datathon: Experience Report. Paddo, A. R.; Purkayastha, S.; Newsome, J.; Trivedi, H.; and Gichoya, J. W. Journal of Imaging Informatics in Medicine,1–10. 2025.
link bibtex

@article{paddo2025innovating,
  title={Innovating Challenges and Experiences in Emory Health AI Bias Datathon: Experience Report},
  author={Paddo, Atika Rahman and Purkayastha, Saptarshi and Newsome, Janice and Trivedi, Hari and Gichoya, Judy Wawira},
  journal={Journal of Imaging Informatics in Medicine},
  pages={1--10},
  year={2025},
  publisher={Springer International Publishing}
}

Evaluating the reasoning capabilities of large language models for medical coding and hospital readmission risk stratification: zero-shot prompting approach. Naliyatthaliyazchayil, P.; Muthyala, R.; Gichoya, J. W.; and Purkayastha, S. Journal of medical Internet research, 27: e74142. 2025.
link bibtex

@article{naliyatthaliyazchayil2025evaluating,
  title={Evaluating the reasoning capabilities of large language models for medical coding and hospital readmission risk stratification: zero-shot prompting approach},
  author={Naliyatthaliyazchayil, Parvati and Muthyala, Raajitha and Gichoya, Judy Wawira and Purkayastha, Saptarshi},
  journal={Journal of medical Internet research},
  volume={27},
  pages={e74142},
  year={2025},
  publisher={JMIR Publications Toronto, Canada}
}

Evaluating Vision Language Models (VLMs) for Radiology: A Comprehensive Analysis. Li, F.; Trivedi, H.; Khosravi, B.; Dapamede, T.; Chavoshi, M.; Dere, A.; Isaac, R. S.; Mansuri, A.; Newsome, J.; Purkayastha, S.; and others arXiv preprint arXiv:2504.16047. 2025.
link bibtex

@article{li2025evaluating,
  title={Evaluating Vision Language Models (VLMs) for Radiology: A Comprehensive Analysis},
  author={Li, Frank and Trivedi, Hari and Khosravi, Bardia and Dapamede, Theo and Chavoshi, Mohammadreza and Dere, Abdulhameed and Isaac, Rohan Satya and Mansuri, Aawez and Newsome, Janice and Purkayastha, Saptarshi and others},
  journal={arXiv preprint arXiv:2504.16047},
  year={2025}
}

Role of model size and prompting strategies in extracting labels from free-text radiology reports with open-source large language models. Khosravi, B.; Dapamede, T.; Li, F.; Chisango, Z.; Bikmal, A.; Garg, S.; Owosela, B.; Khosravi, A.; Chavoshi, M.; Trivedi, H. M; and others Journal of Imaging Informatics in Medicine,1–10. 2025.
link bibtex

@article{khosravi2025role,
  title={Role of model size and prompting strategies in extracting labels from free-text radiology reports with open-source large language models},
  author={Khosravi, Bardia and Dapamede, Theo and Li, Frank and Chisango, Zvipo and Bikmal, Anirudh and Garg, Sara and Owosela, Babajide and Khosravi, Amirali and Chavoshi, Mohammadreza and Trivedi, Hari M and others},
  journal={Journal of Imaging Informatics in Medicine},
  pages={1--10},
  year={2025},
  publisher={Springer International Publishing Cham}
}

Datawiz-IN: fostering representative innovation in health data science—outcomes from a summer research experience. Afreen, S.; Krohannon, A.; Purkayastha, S.; and Janga, S. C. BMC Medical Education, 25(1): 793. 2025.
link bibtex

@article{afreen2025datawiz,
  title={Datawiz-IN: fostering representative innovation in health data science—outcomes from a summer research experience},
  author={Afreen, Sadia and Krohannon, Alexander and Purkayastha, Saptarshi and Janga, Sarath Chandra},
  journal={BMC Medical Education},
  volume={25},
  number={1},
  pages={793},
  year={2025},
  publisher={BioMed Central London}
}

The Impact of Social Determinants on Cardiovascular Mortality: A Zip Code-Level Analysis in Indiana. Raju, R. T.; Telu, P.; Malepati, T.; Patel, H.; Patel, K.; and Purkayastha, S. In MEDINFO 2025—Healthcare Smart$×$ Medicine Deep, pages 1220–1224. IOS Press, 2025.
link bibtex

@incollection{raju2025impact,
  title={The Impact of Social Determinants on Cardiovascular Mortality: A Zip Code-Level Analysis in Indiana},
  author={Raju, Ria Treesa and Telu, Pallavi and Malepati, Thejomayi and Patel, Harsh and Patel, Kalp and Purkayastha, Saptarshi},
  booktitle={MEDINFO 2025—Healthcare Smart$\times$ Medicine Deep},
  pages={1220--1224},
  year={2025},
  publisher={IOS Press}
}

Participatory Design for AI-Embedded Artifacts: The Case of ECEB App Design to Fostering Ownership. Purkayastha, S.; Ghimire, S.; Sunchu, K.; Bhagwat, H.; and Bucher, S. In MEDINFO 2025—Healthcare Smart$×$ Medicine Deep, pages 1307–1311. IOS Press, 2025.
link bibtex

@incollection{purkayastha2025participatory,
  title={Participatory Design for AI-Embedded Artifacts: The Case of ECEB App Design to Fostering Ownership},
  author={Purkayastha, Saptarshi and Ghimire, Subina and Sunchu, Keerthika and Bhagwat, Hrishikesh and Bucher, Sherri},
  booktitle={MEDINFO 2025—Healthcare Smart$\times$ Medicine Deep},
  pages={1307--1311},
  year={2025},
  publisher={IOS Press}
}

Exploring the potential of generative artificial intelligence in medical image synthesis: opportunities, challenges, and future directions. Khosravi, B.; Purkayastha, S.; Erickson, B. J; Trivedi, H. M; and Gichoya, J. W The Lancet Digital Health. 2025.
link bibtex

@article{khosravi2025exploring,
  title={Exploring the potential of generative artificial intelligence in medical image synthesis: opportunities, challenges, and future directions},
  author={Khosravi, Bardia and Purkayastha, Saptarshi and Erickson, Bradley J and Trivedi, Hari M and Gichoya, Judy W},
  journal={The Lancet Digital Health},
  year={2025},
  publisher={Elsevier}
}

Development of AI-integrated infrastructure with biomedical device and mobile app for neonatal vital monitoring during and in between kangaroo care sessions. Purkayastha, S.; Bhagwat, H.; Sunchu, K.; Hoilett, O.; Odari, E.; Thuo, R.; Wafula, M.; Kariuki, C.; and Bucher, S. In 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 1–7, 2025. IEEE
link bibtex

@inproceedings{purkayastha2025development,
  title={Development of AI-integrated infrastructure with biomedical device and mobile app for neonatal vital monitoring during and in between kangaroo care sessions},
  author={Purkayastha, Saptarshi and Bhagwat, Hrishikesh and Sunchu, Keerthika and Hoilett, Orlando and Odari, Eddy and Thuo, Reuben and Wafula, Martin and Kariuki, Celia and Bucher, Sherri},
  booktitle={2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
  pages={1--7},
  year={2025},
  organization={IEEE}
}

Mapping Extracted Free-Text Primary Diagnoses to ICD-10 and SNOMED-CT Using SciSpacy-A Performance Evaluation. Naliyatthaliyazchayil, P.; Sangam, V. R.; Muthyala, R.; and Purkayastha, S. In 2025 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), pages 1–7, 2025. IEEE
link bibtex

@inproceedings{naliyatthaliyazchayil2025mapping,
  title={Mapping Extracted Free-Text Primary Diagnoses to ICD-10 and SNOMED-CT Using SciSpacy-A Performance Evaluation},
  author={Naliyatthaliyazchayil, Parvati and Sangam, Venkat Ramana and Muthyala, Raajitha and Purkayastha, Saptarshi},
  booktitle={2025 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)},
  pages={1--7},
  year={2025},
  organization={IEEE}
}

Leveraging digital technologies to reduce cancer disparities in low-income and middle-income countries. Gichoya, J. W; Mwavu, R.; Minja, F.; Kaonga, N.; Purkayastha, S.; and Newsome, J. The Lancet Digital Health, 7(10). 2025.
link bibtex

@article{gichoya2025leveraging,
  title={Leveraging digital technologies to reduce cancer disparities in low-income and middle-income countries},
  author={Gichoya, Judy W and Mwavu, Rogers and Minja, Frank and Kaonga, Nadi and Purkayastha, Saptarshi and Newsome, Janice},
  journal={The Lancet Digital Health},
  volume={7},
  number={10},
  year={2025},
  publisher={Elsevier}
}

Feature Quality and Adaptability of Medical Foundation Models: A Comparative Evaluation for Radiographic Classification and Segmentation. Li, F.; Dapamede, T.; Chavoshi, M.; Jeon, Y. S.; Khosravi, B.; Dere, A.; Brown-Mulry, B.; Isaac, R. S.; Mansuri, A.; Sanyika, C.; and others arXiv preprint arXiv:2511.09742. 2025.
link bibtex

@article{li2025feature,
  title={Feature Quality and Adaptability of Medical Foundation Models: A Comparative Evaluation for Radiographic Classification and Segmentation},
  author={Li, Frank and Dapamede, Theo and Chavoshi, Mohammadreza and Jeon, Young Seok and Khosravi, Bardia and Dere, Abdulhameed and Brown-Mulry, Beatrice and Isaac, Rohan Satya and Mansuri, Aawez and Sanyika, Chiratidzo and others},
  journal={arXiv preprint arXiv:2511.09742},
  year={2025}
}

Demographic and Obstetric Factors Affecting Mental Health of Pregnant Women During COVID-19: EPDS Assessment Study. Adusumilli, S. J.; Chaitanya, S.; Pervala, N.; Quiqui, J.; and Purkayastha, S. In 2025 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), pages 1–7, 2025. IEEE
link bibtex

@inproceedings{adusumilli2025demographic,
  title={Demographic and Obstetric Factors Affecting Mental Health of Pregnant Women During COVID-19: EPDS Assessment Study},
  author={Adusumilli, Sri Jahnavi and Chaitanya, Shruti and Pervala, Nigama and Quiqui, Jamesetta and Purkayastha, Saptarshi},
  booktitle={2025 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)},
  pages={1--7},
  year={2025},
  organization={IEEE}
}

2024 (19)

Theory of radiologist interaction with instant messaging decision support tools: a sequential-explanatory study. Burns, J. L.; Gichoya, J. W.; Kohli, M. D; Jones, J.; and Purkayastha, S. PLOS Digital Health, 3(2): e0000297. 2024.
link bibtex

@article{burns2024theory,
  title={Theory of radiologist interaction with instant messaging decision support tools: a sequential-explanatory study},
  author={Burns, John Lee and Gichoya, Judy Wawira and Kohli, Marc D and Jones, Josette and Purkayastha, Saptarshi},
  journal={PLOS Digital Health},
  volume={3},
  number={2},
  pages={e0000297},
  year={2024},
  publisher={Public Library of Science San Francisco, CA USA}
}

DengueNet: Dengue prediction using spatiotemporal satellite imagery for resource-limited countries. Kuo, K.; Moukheiber, D.; Ordonez, S. C.; Restrepo, D.; Paddo, A. R.; Chen, T.; Moukheiber, L.; Moukheiber, M.; Moukheiber, S.; Purkayastha, S.; and others arXiv preprint arXiv:2401.11114. 2024.
link bibtex

@article{kuo2024denguenet,
  title={DengueNet: Dengue prediction using spatiotemporal satellite imagery for resource-limited countries},
  author={Kuo, Kuan-Ting and Moukheiber, Dana and Ordonez, Sebastian Cajas and Restrepo, David and Paddo, Atika Rahman and Chen, Tsung-Yu and Moukheiber, Lama and Moukheiber, Mira and Moukheiber, Sulaiman and Purkayastha, Saptarshi and others},
  journal={arXiv preprint arXiv:2401.11114},
  year={2024}
}

Identifying and improving the “ground truth” of race in disparities research through improved EMR data reporting. A systematic review. Owosela, B. O; Steinberg, R. S; Leslie, S. L; Celi, L. A; Purkayastha, S.; Shiradkar, R.; Newsome, J. M; and Gichoya, J. W International Journal of Medical Informatics, 182: 105303. 2024.
link bibtex

@article{owosela2024identifying,
  title={Identifying and improving the “ground truth” of race in disparities research through improved EMR data reporting. A systematic review},
  author={Owosela, Babajide O and Steinberg, Rebecca S and Leslie, Sharon L and Celi, Leo A and Purkayastha, Saptarshi and Shiradkar, Rakesh and Newsome, Janice M and Gichoya, Judy W},
  journal={International Journal of Medical Informatics},
  volume={182},
  pages={105303},
  year={2024},
  publisher={Elsevier}
}

Evaluation of accessibility of open-source EHRs for visually impaired users. Moncy, M. M; Pilli, M.; Somasundaram, M.; Purkayastha, S.; and Fulton, C. R In AMIA Annual Symposium Proceedings, volume 2023, pages 1165, 2024.
link bibtex

@inproceedings{moncy2024evaluation,
  title={Evaluation of accessibility of open-source EHRs for visually impaired users},
  author={Moncy, Megha M and Pilli, Manya and Somasundaram, Manasi and Purkayastha, Saptarshi and Fulton, Cathy R},
  booktitle={AMIA Annual Symposium Proceedings},
  volume={2023},
  pages={1165},
  year={2024}
}

Synthetically enhanced: unveiling synthetic data's potential in medical imaging research. Khosravi, B.; Li, F.; Dapamede, T.; Rouzrokh, P.; Gamble, C. U; Trivedi, H. M; Wyles, C. C; Sellergren, A. B; Purkayastha, S.; Erickson, B. J; and others EBioMedicine, 104. 2024.
link bibtex

@article{khosravi2024synthetically,
  title={Synthetically enhanced: unveiling synthetic data's potential in medical imaging research},
  author={Khosravi, Bardia and Li, Frank and Dapamede, Theo and Rouzrokh, Pouria and Gamble, Cooper U and Trivedi, Hari M and Wyles, Cody C and Sellergren, Andrew B and Purkayastha, Saptarshi and Erickson, Bradley J and others},
  journal={EBioMedicine},
  volume={104},
  year={2024},
  publisher={Elsevier}
}

A Skills Assessment Pathways-Based Program Assessment Approach in Multidisciplinary Graduate Health Informatics. Purkayastha, S.; Patri, A. V.; and Yerrabandi, V. In MEDINFO 2023—The Future Is Accessible, pages 1191–1195. IOS Press, 2024.
link bibtex

@incollection{purkayastha2024skills,
  title={A Skills Assessment Pathways-Based Program Assessment Approach in Multidisciplinary Graduate Health Informatics},
  author={Purkayastha, Saptarshi and Patri, Akshita Venkat and Yerrabandi, Vedasree},
  booktitle={MEDINFO 2023—The Future Is Accessible},
  pages={1191--1195},
  year={2024},
  publisher={IOS Press}
}

A multi-modal satellite imagery dataset for public health analysis in colombia. Cajas, S. A; Restrepo, D.; Moukheiber, D.; Kuo, K. T.; Wu, C.; Kuo, K.; Moukheiber, D; Ordonez, S.; Restrepo, D; Paddo, A.; and others PhysioNet: Online. 2024.
link bibtex

@article{cajas2024multi,
  title={A multi-modal satellite imagery dataset for public health analysis in colombia},
  author={Cajas, Sebastian A and Restrepo, David and Moukheiber, Dana and Kuo, Kuan Ting and Wu, Chenwei and Kuo, KT and Moukheiber, D and Ordonez, SC and Restrepo, D and Paddo, AR and others},
  journal={PhysioNet: Online},
  year={2024}
}

AI education for fourth-year medical students: two-year experience of a web-based, self-guided curriculum and mixed methods study. Abid, A.; Murugan, A.; Banerjee, I.; Purkayastha, S.; Trivedi, H.; and Gichoya, J. JMIR medical education, 10: e46500. 2024.
link bibtex

@article{abid2024ai,
  title={AI education for fourth-year medical students: two-year experience of a web-based, self-guided curriculum and mixed methods study},
  author={Abid, Areeba and Murugan, Avinash and Banerjee, Imon and Purkayastha, Saptarshi and Trivedi, Hari and Gichoya, Judy},
  journal={JMIR medical education},
  volume={10},
  pages={e46500},
  year={2024},
  publisher={JMIR Publications Toronto, Canada}
}

Patterns of red blood cell utilization: Harnessing electronic health records data from the Information Standard for Blood and Transplant (ISBT) 128 system within the Biologics Effectiveness and Safety (BEST) initiative. Obidi, J.; Sridhar, G.; Dores, G. M; Whitaker, B.; Villa, C. H; Storch, E.; Chada, K.; Schilling, L. M; Natarajan, K.; Biondich, P.; and others Transfusion, 64(6): 998–1007. 2024.
link bibtex

@article{obidi2024patterns,
  title={Patterns of red blood cell utilization: Harnessing electronic health records data from the Information Standard for Blood and Transplant (ISBT) 128 system within the Biologics Effectiveness and Safety (BEST) initiative},
  author={Obidi, Joyce and Sridhar, Gayathri and Dores, Gra{\c{c}}a M and Whitaker, Barbee and Villa, Carlos H and Storch, Emily and Chada, Kinnera and Schilling, Lisa M and Natarajan, Karthik and Biondich, Paul and others},
  journal={Transfusion},
  volume={64},
  number={6},
  pages={998--1007},
  year={2024},
  publisher={John Wiley \& Sons, Inc. Hoboken, USA}
}

A multimodal framework for extraction and fusion of satellite images and public health data. Moukheiber, D.; Restrepo, D.; Cajas, S. A.; Montoya, M.; Celi, L. A.; Kuo, K.; López, D. M; Moukheiber, L.; Moukheiber, M.; Moukheiber, S.; and others Scientific data, 11(1): 634. 2024.
link bibtex

@article{moukheiber2024multimodal,
  title={A multimodal framework for extraction and fusion of satellite images and public health data},
  author={Moukheiber, Dana and Restrepo, David and Cajas, Sebasti{\'a}n Andr{\'e}s and Montoya, Mar{\'\i}a Patricia Arbel{\'a}ez and Celi, Leo Anthony and Kuo, Kuan-Ting and L{\'o}pez, Diego M and Moukheiber, Lama and Moukheiber, Mira and Moukheiber, Sulaiman and others},
  journal={Scientific data},
  volume={11},
  number={1},
  pages={634},
  year={2024},
  publisher={Nature Publishing Group UK London}
}

Interpolating and Forecasting Wound Trajectory using Machine Learning Approaches. Paddo, A. R.; Shukla, S.; Steiner, S. S; Purkayastha, S.; and Sen, C. K In 2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS), pages 146–152, 2024. IEEE
link bibtex

@inproceedings{paddo2024interpolating,
  title={Interpolating and Forecasting Wound Trajectory using Machine Learning Approaches},
  author={Paddo, Atika Rahman and Shukla, Shikhar and Steiner, Shomita S and Purkayastha, Saptarshi and Sen, Chandan K},
  booktitle={2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS)},
  pages={146--152},
  year={2024},
  organization={IEEE}
}

Utilizing ETL Processes to Enhance Healthcare Education: Migrating MIMIC-IV to OpenEMR. Kasula, M. S. K.; Sudalagunta, S. H.; Sunchu, K.; and Purkayastha, S. In 2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS), pages 186–191, 2024. IEEE
link bibtex

@inproceedings{kasula2024utilizing,
  title={Utilizing ETL Processes to Enhance Healthcare Education: Migrating MIMIC-IV to OpenEMR},
  author={Kasula, Mohith Surya Kiran and Sudalagunta, Sri Harsha and Sunchu, Keerthika and Purkayastha, Saptarshi},
  booktitle={2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS)},
  pages={186--191},
  year={2024},
  organization={IEEE}
}

Evaluating Academic Performance in Health Informatics Post-EHR Implementation. Kokkalakonda, M.; Thakur, V.; Pilli, M. P.; Purkayastha, S.; and Fulton, C. In 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI), pages 739–748, 2024. IEEE
link bibtex

@inproceedings{kokkalakonda2024evaluating,
  title={Evaluating Academic Performance in Health Informatics Post-EHR Implementation},
  author={Kokkalakonda, Madhuri and Thakur, Vaibhav and Pilli, Manya Philips and Purkayastha, Saptarshi and Fulton, Cathy},
  booktitle={2024 IEEE 12th International Conference on Healthcare Informatics (ICHI)},
  pages={739--748},
  year={2024},
  organization={IEEE}
}

A Scoping Review on Quantization Methods for Medical Imaging AI. Paddo, A. R.; Raju, R. T.; Gichoya, J. W.; and Purkayastha, S. In 2024 IEEE International Symposium on Biomedical Imaging (ISBI), pages 1–5, 2024. IEEE
link bibtex

@inproceedings{paddo2024scoping,
  title={A Scoping Review on Quantization Methods for Medical Imaging AI},
  author={Paddo, Atika Rahman and Raju, Ria Treesa and Gichoya, Judy Wawira and Purkayastha, Saptarshi},
  booktitle={2024 IEEE International Symposium on Biomedical Imaging (ISBI)},
  pages={1--5},
  year={2024},
  organization={IEEE}
}

Measuring impact of radiologist-AI collaboration: Efficiency, accuracy, and clinical impact. Purkayastha, S.; Isaac, R.; Veldandi, A.; Saxena, R.; Singh, P.; Vaswani, P.; Krupinski, E. A; Danish, J. A; and Gichoya, J. W. In 2024 IEEE International Symposium on Biomedical Imaging (ISBI), pages 1–4, 2024. IEEE
link bibtex

@inproceedings{purkayastha2024measuring,
  title={Measuring impact of radiologist-AI collaboration: Efficiency, accuracy, and clinical impact},
  author={Purkayastha, Saptarshi and Isaac, Rohan and Veldandi, Amulya and Saxena, Rijul and Singh, Pallavi and Vaswani, Pallavi and Krupinski, Elizabeth A and Danish, Joshua A and Gichoya, Judy Wawira},
  booktitle={2024 IEEE International Symposium on Biomedical Imaging (ISBI)},
  pages={1--4},
  year={2024},
  organization={IEEE}
}

Personalizing Exercise Recommendations with Explanations using Multi-Armed Contextual Bandit and Reinforcement Learning. Naliyatthaliyazchayil, P.; Pemmasani, D.; Kaushal, N.; Nemati, D.; and Purkayastha, S. . 2024.
link bibtex

@article{naliyatthaliyazchayil2024personalizing,
  title={Personalizing Exercise Recommendations with Explanations using Multi-Armed Contextual Bandit and Reinforcement Learning},
  author={Naliyatthaliyazchayil, Parvati and Pemmasani, Deepishka and Kaushal, Navin and Nemati, Donya and Purkayastha, Saptarshi},
  year={2024}
}

Development and validation of the DHIS2 platform for integrating sociomedical data to study wound care outcomes. Paddo, A. R.; Kodela, S.; Timsina, L.; Mathew-Steiner, S. S; Purkayastha, S.; and Sen, C. K Plos one, 19(12): e0308553. 2024.
link bibtex

@article{paddo2024development,
  title={Development and validation of the DHIS2 platform for integrating sociomedical data to study wound care outcomes},
  author={Paddo, Atika Rahman and Kodela, Snigdha and Timsina, Lava and Mathew-Steiner, Shomita S and Purkayastha, Saptarshi and Sen, Chandan K},
  journal={Plos one},
  volume={19},
  number={12},
  pages={e0308553},
  year={2024},
  publisher={Public Library of Science San Francisco, CA USA}
}

Lessons Learned from OpenEMR Implementation in Graduate Health Informatics Curriculum. Sunchu, K.; Moncy, M.; Purkayastha, S.; and Fulton, C. In AMIA Annual Symposium Proceedings, volume 2024, 2024. American Medical Informatics Association
link bibtex

@inproceedings{sunchu2024lessons,
  title={Lessons Learned from OpenEMR Implementation in Graduate Health Informatics Curriculum},
  author={Sunchu, Keerthika and Moncy, Megha and Purkayastha, Saptarshi and Fulton, Cathy},
  booktitle={AMIA Annual Symposium Proceedings},
  volume={2024},
  year={2024},
  organization={American Medical Informatics Association}
}

An AI-Driven Personalized Exercise Recommendation System Using Clustering and Machine Learning Approach. Pemmasani, D.; Telu, P.; Vora, D. A. K.; Kaushal, N.; and Purkayastha, S. . 2024.
link bibtex

@article{pemmasani2024ai,
  title={An AI-Driven Personalized Exercise Recommendation System Using Clustering and Machine Learning Approach},
  author={Pemmasani, Deepishka and Telu, Pallavi and Vora, Dhairya Ashwini Kumar and Kaushal, Navin and Purkayastha, Saptarshi},
  year={2024}
}

2023 (15)

A general-purpose ai assistant embedded in an open-source radiology information system. Purkayastha, S.; Isaac, R.; Anthony, S.; Shukla, S.; Krupinski, E. A; Danish, J. A; and Gichoya, J. W. In International conference on artificial intelligence in medicine, pages 373–377, 2023. Springer Nature Switzerland Cham
link bibtex

@inproceedings{purkayastha2023general,
  title={A general-purpose ai assistant embedded in an open-source radiology information system},
  author={Purkayastha, Saptarshi and Isaac, Rohan and Anthony, Sharon and Shukla, Shikhar and Krupinski, Elizabeth A and Danish, Joshua A and Gichoya, Judy Wawira},
  booktitle={International conference on artificial intelligence in medicine},
  pages={373--377},
  year={2023},
  organization={Springer Nature Switzerland Cham}
}

Ethics of large language models in medicine and medical research. Li, H.; Moon, J. T; Purkayastha, S.; Celi, L. A.; Trivedi, H.; and Gichoya, J. W The Lancet Digital Health, 5(6): e333–e335. 2023.
link bibtex

@article{li2023ethics,
  title={Ethics of large language models in medicine and medical research},
  author={Li, Hanzhou and Moon, John T and Purkayastha, Saptarshi and Celi, Leo Anthony and Trivedi, Hari and Gichoya, Judy W},
  journal={The Lancet Digital Health},
  volume={5},
  number={6},
  pages={e333--e335},
  year={2023},
  publisher={Elsevier}
}

Medshift: automated identification of shift data for medical image dataset curation. Guo, X.; Gichoya, J. W.; Trivedi, H.; Purkayastha, S.; and Banerjee, I. IEEE journal of biomedical and health informatics, 27(8): 3936–3947. 2023.
link bibtex

@article{guo2023medshift,
  title={Medshift: automated identification of shift data for medical image dataset curation},
  author={Guo, Xiaoyuan and Gichoya, Judy Wawira and Trivedi, Hari and Purkayastha, Saptarshi and Banerjee, Imon},
  journal={IEEE journal of biomedical and health informatics},
  volume={27},
  number={8},
  pages={3936--3947},
  year={2023},
  publisher={IEEE}
}

Hierarchical clustering and multivariate forecasting for health econometrics. Paddo, A. R.; Afreen, S.; and Purkayastha, S. In epiDAMIK 6.0: The 6th International workshop on Epidemiology meets Data Mining and Knowledge Discovery at KDD 2023, 2023.
link bibtex

@inproceedings{paddo2023hierarchical,
  title={Hierarchical clustering and multivariate forecasting for health econometrics},
  author={Paddo, Atika Rahman and Afreen, Sadia and Purkayastha, Saptarshi},
  booktitle={epiDAMIK 6.0: The 6th International workshop on Epidemiology meets Data Mining and Knowledge Discovery at KDD 2023},
  year={2023}
}

From seeing to knowing with artificial intelligence: a scoping review of point-of-care ultrasound in low-resource settings. Venkatayogi, N.; Gupta, M.; Gupta, A.; Nallaparaju, S.; Cheemalamarri, N.; Gilari, K.; Pathak, S.; Vishwanath, K.; Soney, C.; Bhattacharya, T.; and others Applied Sciences, 13(14): 8427. 2023.
link bibtex

@article{venkatayogi2023seeing,
  title={From seeing to knowing with artificial intelligence: a scoping review of point-of-care ultrasound in low-resource settings},
  author={Venkatayogi, Nethra and Gupta, Maanas and Gupta, Alaukik and Nallaparaju, Shreya and Cheemalamarri, Nithya and Gilari, Krithika and Pathak, Shireen and Vishwanath, Krithik and Soney, Carel and Bhattacharya, Tanisha and others},
  journal={Applied Sciences},
  volume={13},
  number={14},
  pages={8427},
  year={2023},
  publisher={MDPI}
}

“Shortcuts” causing bias in radiology artificial intelligence: causes, evaluation, and mitigation. Banerjee, I.; Bhattacharjee, K.; Burns, J. L; Trivedi, H.; Purkayastha, S.; Seyyed-Kalantari, L.; Patel, B. N; Shiradkar, R.; and Gichoya, J. Journal of the American College of Radiology, 20(9): 842–851. 2023.
link bibtex

@article{banerjee2023shortcuts,
  title={“Shortcuts” causing bias in radiology artificial intelligence: causes, evaluation, and mitigation},
  author={Banerjee, Imon and Bhattacharjee, Kamanasish and Burns, John L and Trivedi, Hari and Purkayastha, Saptarshi and Seyyed-Kalantari, Laleh and Patel, Bhavik N and Shiradkar, Rakesh and Gichoya, Judy},
  journal={Journal of the American College of Radiology},
  volume={20},
  number={9},
  pages={842--851},
  year={2023},
  publisher={Elsevier}
}

Generalizability of human activity recognition machine learning models from non-Parkinson's to Parkinson's disease patients. Aswar, S.; Yerrabandi, V.; Moncy, M. M; Boda, S. R.; Jones, J.; and Purkayastha, S. In 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pages 1–4, 2023. IEEE
link bibtex

@inproceedings{aswar2023generalizability,
  title={Generalizability of human activity recognition machine learning models from non-Parkinson's to Parkinson's disease patients},
  author={Aswar, Shreyas and Yerrabandi, Vedasree and Moncy, Megha M and Boda, Sahithi Reddy and Jones, Josette and Purkayastha, Saptarshi},
  booktitle={2023 45th Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
  pages={1--4},
  year={2023},
  organization={IEEE}
}

Ability of artificial intelligence to identify self-reported race in chest x-ray using pixel intensity counts. Burns, J. L.; Zaiman, Z.; Vanschaik, J.; Luo, G.; Peng, L.; Price, B.; Mathias, G.; Mittal, V.; Sagane, A.; Tignanelli, C.; and others Journal of Medical Imaging, 10(6): 061106–061106. 2023.
link bibtex

@article{burns2023ability,
  title={Ability of artificial intelligence to identify self-reported race in chest x-ray using pixel intensity counts},
  author={Burns, John Lee and Zaiman, Zachary and Vanschaik, Jack and Luo, Gaoxiang and Peng, Le and Price, Brandon and Mathias, Garric and Mittal, Vijay and Sagane, Akshay and Tignanelli, Christopher and others},
  journal={Journal of Medical Imaging},
  volume={10},
  number={6},
  pages={061106--061106},
  year={2023},
  publisher={Society of Photo-Optical Instrumentation Engineers}
}

Foundational domains and competencies for baccalaureate health informatics education. Khairat, S.; Feldman, S. S; Rana, A.; Faysel, M.; Purkayastha, S.; Scotch, M.; and Eldredge, C. Journal of the American Medical Informatics Association, 30(10): 1599–1607. 2023.
link bibtex

@article{khairat2023foundational,
  title={Foundational domains and competencies for baccalaureate health informatics education},
  author={Khairat, Saif and Feldman, Sue S and Rana, Arif and Faysel, Mohammad and Purkayastha, Saptarshi and Scotch, Matthew and Eldredge, Christina},
  journal={Journal of the American Medical Informatics Association},
  volume={30},
  number={10},
  pages={1599--1607},
  year={2023},
  publisher={Oxford University Press}
}

The telehealth dilemma—health-care deserts meet the internet’s remote regions. Kathiravelu, P.; Fonović, D.; Grbac, T. G.; Zaiman, Z.; Veiga, L.; Gichoya, J. W.; Purkayastha, S.; and Mahmoudi, B. Computer, 56(9): 39–49. 2023.
link bibtex

@article{kathiravelu2023telehealth,
  title={The telehealth dilemma—health-care deserts meet the internet’s remote regions},
  author={Kathiravelu, Pradeeban and Fonovi{\'c}, Dalibor and Grbac, Tihana Galinac and Zaiman, Zachary and Veiga, Lu{\'\i}s and Gichoya, Judy Wawira and Purkayastha, Saptarshi and Mahmoudi, Babak},
  journal={Computer},
  volume={56},
  number={9},
  pages={39--49},
  year={2023},
  publisher={IEEE}
}

AI pitfalls and what not to do: mitigating bias in AI. Gichoya, J. W.; Thomas, K.; Celi, L. A.; Safdar, N.; Banerjee, I.; Banja, J. D; Seyyed-Kalantari, L.; Trivedi, H.; and Purkayastha, S. The British Journal of Radiology, 96(1150): 20230023. 2023.
link bibtex

@article{gichoya2023ai,
  title={AI pitfalls and what not to do: mitigating bias in AI},
  author={Gichoya, Judy Wawira and Thomas, Kaesha and Celi, Leo Anthony and Safdar, Nabile and Banerjee, Imon and Banja, John D and Seyyed-Kalantari, Laleh and Trivedi, Hari and Purkayastha, Saptarshi},
  journal={The British Journal of Radiology},
  volume={96},
  number={1150},
  pages={20230023},
  year={2023},
  publisher={Oxford University Press}
}

The NeoRoo mobile app: Initial design and prototyping of an Android-based digital health tool to support Kangaroo Mother Care in low/middle-income countries (LMICs). Bucher, S. L.; Young, A.; Dolan, M.; Padmanaban, G. P.; Chandnani, K.; and Purkayastha, S. PLOS digital health, 2(10): e0000216. 2023.
link bibtex

@article{bucher2023neoroo,
  title={The NeoRoo mobile app: Initial design and prototyping of an Android-based digital health tool to support Kangaroo Mother Care in low/middle-income countries (LMICs)},
  author={Bucher, Sherri Lynn and Young, Allison and Dolan, Madison and Padmanaban, Geetha Priya and Chandnani, Khushboo and Purkayastha, Saptarshi},
  journal={PLOS digital health},
  volume={2},
  number={10},
  pages={e0000216},
  year={2023},
  publisher={Public Library of Science San Francisco, CA USA}
}

Healthcare Security Breaches in the United States: Insights and their Socio-Technical Implications. Moncy, M. M; Afreen, S.; and Purkayastha, S. arXiv preprint arXiv:2311.03664. 2023.
link bibtex

@article{moncy2023healthcare,
  title={Healthcare Security Breaches in the United States: Insights and their Socio-Technical Implications},
  author={Moncy, Megha M and Afreen, Sadia and Purkayastha, Saptarshi},
  journal={arXiv preprint arXiv:2311.03664},
  year={2023}
}

Improving health informatics competencies using an open-source educational ehr. Purkayastha, S.; Fulton, C.; and Ratna, S. In 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), pages 645–651, 2023. IEEE
link bibtex

@inproceedings{purkayastha2023improving,
  title={Improving health informatics competencies using an open-source educational ehr},
  author={Purkayastha, Saptarshi and Fulton, Cathy and Ratna, Sahaja},
  booktitle={2023 IEEE 11th International Conference on Healthcare Informatics (ICHI)},
  pages={645--651},
  year={2023},
  organization={IEEE}
}

Evaluating user acceptance of an open-source mobile app for hospital price transparency rule. Purkayastha, S.; Merine, R.; Dsouza, V.; Singh, P.; and Gichoya, J. In ECIS 2023 Research Papers, 2023.
link bibtex

@inproceedings{purkayastha2023evaluating,
  title={Evaluating user acceptance of an open-source mobile app for hospital price transparency rule},
  author={Purkayastha, Saptarshi and Merine, Regina and Dsouza, Vyona and Singh, Pallavi and Gichoya, Judy},
  booktitle={ECIS 2023 Research Papers},
  number={403},
  year={2023}
}

2022 (16)

Margin-aware intraclass novelty identification for medical images. Guo, X.; Gichoya, J. W; Purkayastha, S.; and Banerjee, I. Journal of Medical Imaging, 9(1): 014004–014004. 2022.
link bibtex

@article{guo2022margin,
  title={Margin-aware intraclass novelty identification for medical images},
  author={Guo, Xiaoyuan and Gichoya, Judy W and Purkayastha, Saptarshi and Banerjee, Imon},
  journal={Journal of Medical Imaging},
  volume={9},
  number={1},
  pages={014004--014004},
  year={2022},
  publisher={Society of Photo-Optical Instrumentation Engineers}
}

CVAD-An unsupervised image anomaly detector. Guo, X.; Gichoya, J. W.; Purkayastha, S.; and Banerjee, I. Software Impacts, 11: 100195. 2022.
link bibtex

@article{guo2022cvad,
  title={CVAD-An unsupervised image anomaly detector},
  author={Guo, Xiaoyuan and Gichoya, Judy Wawira and Purkayastha, Saptarshi and Banerjee, Imon},
  journal={Software Impacts},
  volume={11},
  pages={100195},
  year={2022},
  publisher={Elsevier}
}

Leapfrogging medical ai in low-resource contexts using edge tensor processing unit. Sinha, P.; Gichoya, J. W; and Purkayastha, S. In 2022 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT), pages 67–70, 2022. IEEE
link bibtex

@inproceedings{sinha2022leapfrogging,
  title={Leapfrogging medical ai in low-resource contexts using edge tensor processing unit},
  author={Sinha, Priyanshu and Gichoya, Judy W and Purkayastha, Saptarshi},
  booktitle={2022 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT)},
  pages={67--70},
  year={2022},
  organization={IEEE}
}

LibreHealth Cost-of-Care Explorer: Mobile Application for Patient-friendly Access to Hospital Chargemasters. Merine, R.; Pinnamraju, J.; Singh, D.; Gichoya, J. W; and Purkayastha, S. In 2022 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT), pages 26–29, 2022. IEEE
link bibtex

@inproceedings{merine2022librehealth,
  title={LibreHealth Cost-of-Care Explorer: Mobile Application for Patient-friendly Access to Hospital Chargemasters},
  author={Merine, Regina and Pinnamraju, Jahnavi and Singh, Darshpreet and Gichoya, Judy W and Purkayastha, Saptarshi},
  booktitle={2022 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT)},
  pages={26--29},
  year={2022},
  organization={IEEE}
}

Oscars: An outlier-sensitive content-based radiography retrieval system. Guo, X.; Duan, J.; Purkayastha, S.; Trivedi, H.; Gichoya, J. W.; and Banerjee, I. In Proceedings of the 2022 International Conference on Multimedia Retrieval, pages 11–18, 2022.
link bibtex

@inproceedings{guo2022oscars,
  title={Oscars: An outlier-sensitive content-based radiography retrieval system},
  author={Guo, Xiaoyuan and Duan, Jiali and Purkayastha, Saptarshi and Trivedi, Hari and Gichoya, Judy Wawira and Banerjee, Imon},
  booktitle={Proceedings of the 2022 International Conference on Multimedia Retrieval},
  pages={11--18},
  year={2022}
}

Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets. Bhimireddy, A. R.; Burns, J. L.; Purkayastha, S.; and Gichoya, J. W. arXiv preprint arXiv:2204.07824. 2022.
link bibtex

@article{bhimireddy2022few,
  title={Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets},
  author={Bhimireddy, Ananth Reddy and Burns, John Lee and Purkayastha, Saptarshi and Gichoya, Judy Wawira},
  journal={arXiv preprint arXiv:2204.07824},
  year={2022}
}

Energy Efficiency of Quantized Neural Networks in Medical Imaging. Sinha, P.; Tummala, S. S.; Purkayastha, S.; and Gichoya, J. In Medical Imaging with Deep Learning, 2022.
link bibtex

@inproceedings{sinha2022energy,
  title={Energy Efficiency of Quantized Neural Networks in Medical Imaging},
  author={Sinha, Priyanshu and Tummala, Sai Sreya and Purkayastha, Saptarshi and Gichoya, Judy},
  booktitle={Medical Imaging with Deep Learning},
  year={2022}
}

Development and evaluation of a natural language conversational bot for identifying appropriate clinician referral from patient narratives. Tummala, S.; Purkayastha, S.; and Jones, J. . 2022.
link bibtex

@article{tummala2022development,
  title={Development and evaluation of a natural language conversational bot for identifying appropriate clinician referral from patient narratives},
  author={Tummala, Sriharsha and Purkayastha, Saptarshi and Jones, Josette},
  year={2022}
}

AI recognition of patient race in medical imaging: a modelling study. Gichoya, J. W.; Banerjee, I.; Bhimireddy, A. R.; Burns, J. L; Celi, L. A.; Chen, L.; Correa, R.; Dullerud, N.; Ghassemi, M.; Huang, S.; and others The Lancet Digital Health, 4(6): e406–e414. 2022.
link bibtex

@article{gichoya2022ai,
  title={AI recognition of patient race in medical imaging: a modelling study},
  author={Gichoya, Judy Wawira and Banerjee, Imon and Bhimireddy, Ananth Reddy and Burns, John L and Celi, Leo Anthony and Chen, Li-Ching and Correa, Ramon and Dullerud, Natalie and Ghassemi, Marzyeh and Huang, Shih-Cheng and others},
  journal={The Lancet Digital Health},
  volume={4},
  number={6},
  pages={e406--e414},
  year={2022},
  publisher={Elsevier}
}

Abstract No. 290 Comparative analysis of published chargemasters for interventional radiology procedures across the United States. Merine, R; Purkayastha, S; and Gichoya, J Journal of Vascular and Interventional Radiology, 33(6): S133. 2022.
link bibtex

@article{merine2022abstract,
  title={Abstract No. 290 Comparative analysis of published chargemasters for interventional radiology procedures across the United States},
  author={Merine, R and Purkayastha, S and Gichoya, J},
  journal={Journal of Vascular and Interventional Radiology},
  volume={33},
  number={6},
  pages={S133},
  year={2022},
  publisher={Elsevier}
}

Multi-label medical image retrieval via learning multi-class similarity. Guo, X.; Duan, J.; Gichoya, J. W.; Trivedi, H.; Purkayastha, S.; Sharma, A.; and Banerjee, I. . 2022.
link bibtex

@article{guo2022multi,
  title={Multi-label medical image retrieval via learning multi-class similarity},
  author={Guo, Xiaoyuan and Duan, Jiali and Gichoya, Judy Wawira and Trivedi, Hari and Purkayastha, Saptarshi and Sharma, Ashish and Banerjee, Imon},
  year={2022},
  publisher={SSRN}
}

NTD Health: an electronic medical record system for neglected tropical diseases. Ochoa, R.; Álvarez, A.; Freitas, J.; Purkayastha, S.; and Vélez, I. D Biomedica, 42(4): 602–610. 2022.
link bibtex

@article{ochoa2022ntd,
  title={NTD Health: an electronic medical record system for neglected tropical diseases},
  author={Ochoa, Rodrigo and {\'A}lvarez, Alessa and Freitas, Jordan and Purkayastha, Saptarshi and V{\'e}lez, Iv{\'a}n D},
  journal={Biomedica},
  volume={42},
  number={4},
  pages={602--610},
  year={2022},
  publisher={Instituto Nacional de Salud}
}

Risks and benefits of AI-generated text summarization for expert level content in graduate health informatics. Merine, R.; and Purkayastha, S. In 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI), pages 567–574, 2022. IEEE
link bibtex

@inproceedings{merine2022risks,
  title={Risks and benefits of AI-generated text summarization for expert level content in graduate health informatics},
  author={Merine, Regina and Purkayastha, Saptarshi},
  booktitle={2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)},
  pages={567--574},
  year={2022},
  organization={IEEE}
}

Using mobile virtual reality simulation to prepare for in-person helping babies breathe training: secondary analysis of a randomized controlled trial (the eHBB/mHBS trial). Ezenwa, B. N.; Umoren, R.; Fajolu, I. B.; Hippe, D. S; Bucher, S.; Purkayastha, S.; Okwako, F.; Esamai, F.; Feltner, J. B; Olawuyi, O.; and others JMIR medical education, 8(3): e37297. 2022.
link bibtex

@article{ezenwa2022using,
  title={Using mobile virtual reality simulation to prepare for in-person helping babies breathe training: secondary analysis of a randomized controlled trial (the eHBB/mHBS trial)},
  author={Ezenwa, Beatrice Nkolika and Umoren, Rachel and Fajolu, Iretiola Bamikeolu and Hippe, Daniel S and Bucher, Sherri and Purkayastha, Saptarshi and Okwako, Felicitas and Esamai, Fabian and Feltner, John B and Olawuyi, Olubukola and others},
  journal={JMIR medical education},
  volume={8},
  number={3},
  pages={e37297},
  year={2022},
  publisher={JMIR Publications Inc., Toronto, Canada}
}

CVAD: An anomaly detector for medical images based on cascade VAE. Guo, X.; Gichoya, J. W.; Purkayastha, S.; and Banerjee, I. In Workshop on Medical Image Learning with Limited and Noisy Data, pages 187–196, 2022. Springer Nature Switzerland Cham
link bibtex

@inproceedings{guo2022cvad,
  title={CVAD: An anomaly detector for medical images based on cascade VAE},
  author={Guo, Xiaoyuan and Gichoya, Judy Wawira and Purkayastha, Saptarshi and Banerjee, Imon},
  booktitle={Workshop on Medical Image Learning with Limited and Noisy Data},
  pages={187--196},
  year={2022},
  organization={Springer Nature Switzerland Cham}
}

Networking research innovations for telesurgery: a systematic review. Kathiravelu, P.; Benkhelifa, E.; Zaiman, Z.; Wang, M.; Correa, R.; Veiga, L.; Banerjee, I.; Trivedi, H.; Purkayastha, S.; Gichoya, J.; and others In 2022 Ninth International Conference on Software Defined Systems (SDS), pages 1–8, 2022. IEEE
link bibtex

@inproceedings{kathiravelu2022networking,
  title={Networking research innovations for telesurgery: a systematic review},
  author={Kathiravelu, Pradeeban and Benkhelifa, Elhadj and Zaiman, Zachary and Wang, Matthew and Correa, Ramon and Veiga, Lu{\'\i}s and Banerjee, Imon and Trivedi, Hari and Purkayastha, Saptarshi and Gichoya, Judy and others},
  booktitle={2022 Ninth International Conference on Software Defined Systems (SDS)},
  pages={1--8},
  year={2022},
  organization={IEEE}
}

2021 (18)

A DICOM framework for machine learning and processing pipelines against real-time radiology images. Kathiravelu, P.; Sharma, P.; Sharma, A.; Banerjee, I.; Trivedi, H.; Purkayastha, S.; Sinha, P.; Cadrin-Chenevert, A.; Safdar, N.; and Gichoya, J. W. Journal of Digital Imaging, 34(4): 1005–1013. 2021.
link bibtex

@article{kathiravelu2021dicom,
  title={A DICOM framework for machine learning and processing pipelines against real-time radiology images},
  author={Kathiravelu, Pradeeban and Sharma, Puneet and Sharma, Ashish and Banerjee, Imon and Trivedi, Hari and Purkayastha, Saptarshi and Sinha, Priyanshu and Cadrin-Chenevert, Alexandre and Safdar, Nabile and Gichoya, Judy Wawira},
  journal={Journal of Digital Imaging},
  volume={34},
  number={4},
  pages={1005--1013},
  year={2021},
  publisher={Springer International Publishing Cham}
}

Usability and Security of Different Authentication Methods for an Electronic Health Records System. Purkayastha, S.; Goyal, S.; Oluwalade, B.; Phillips, T.; Wu, H.; and Zou, X. In Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (HEALTHINF), 2021.
link bibtex

@inproceedings{purkayastha2021usability,
  title={Usability and Security of Different Authentication Methods for an Electronic Health Records System},
  author={Purkayastha, Saptarshi and Goyal, Shreya and Oluwalade, Bolu and Phillips, Tyler and Wu, Huanmei and Zou, Xukai},
  booktitle={Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (HEALTHINF)},
  year={2021}
}

The Essential Care For Every Baby Digital Action Plan: Design And Usability Testing Of A Mobile Phone-Based Newborn Care Decision Support Tool In Kenya. Bucher, S. L; Rajapuri, A.; Ravindran, R.; Rukunga, J.; Horan, K.; Esamai, F.; and Purkayastha, S. 2021.
link bibtex

@misc{bucher2021essential,
  title={The Essential Care For Every Baby Digital Action Plan: Design And Usability Testing Of A Mobile Phone-Based Newborn Care Decision Support Tool In Kenya},
  author={Bucher, Sherri L and Rajapuri, Anushri and Ravindran, Radhika and Rukunga, Janet and Horan, Kevin and Esamai, Fabian and Purkayastha, Saptarshi},
  year={2021},
  publisher={American Academy of Pediatrics Itasca, IL, USA}
}

Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data. Oluwalade, B.; Neela, S.; Wawira, J.; Adejumo, T.; and Purkayastha, S. In Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (HEALTHINF), 2021.
link bibtex

@inproceedings{oluwalade2021human,
  title={Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data},
  author={Oluwalade, Bolu and Neela, Sunil and Wawira, Judy and Adejumo, Tobiloba and Purkayastha, Saptarshi},
  booktitle={Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (HEALTHINF)},
  year={2021}
}

eHBB: a randomized controlled trial of virtual reality for newborn resuscitation refresher training of healthcare workers in Nigeria and Kenya. Umoren, R. A; Esamai, F.; Ezeaka, C.; Ezenwa, B.; Fajolu, I.; Nafula, M.; Makokha, F.; Hippe, D.; Feltner, J.; Patel, S.; and others Pediatrics, 147(3_MeetingAbstract): 237–238. 2021.
link bibtex

@article{umoren2021ehbb,
  title={eHBB: a randomized controlled trial of virtual reality for newborn resuscitation refresher training of healthcare workers in Nigeria and Kenya},
  author={Umoren, Rachel A and Esamai, Fabian and Ezeaka, Chinyere and Ezenwa, Beatrice and Fajolu, Iretiola and Nafula, Mary and Makokha, Felicitas and Hippe, Dan and Feltner, John and Patel, Shruti and others},
  journal={Pediatrics},
  volume={147},
  number={3\_MeetingAbstract},
  pages={237--238},
  year={2021},
  publisher={American Academy of Pediatrics}
}

Failures hiding in success for artificial intelligence in radiology. Purkayastha, S.; Trivedi, H.; and Gichoya, J. W. Journal of the American College of Radiology, 18(3): 517–519. 2021.
link bibtex

@article{purkayastha2021failures,
  title={Failures hiding in success for artificial intelligence in radiology},
  author={Purkayastha, Saptarshi and Trivedi, Hari and Gichoya, Judy Wawira},
  journal={Journal of the American College of Radiology},
  volume={18},
  number={3},
  pages={517--519},
  year={2021},
  publisher={Elsevier}
}

Attitudes of healthcare workers in low-resource settings to mobile virtual reality simulations for newborn resuscitation training–a report from the eHBB/mHBS study. Umoren, R. A; Patel, S.; Bucher, S. L; Esamai, F.; Ezeaka, C.; Muinga, N.; Edgcombe, H.; Ezenwa, B.; Fajolu, I.; Feltner, J.; and others 2021.
link bibtex

@misc{umoren2021attitudes,
  title={Attitudes of healthcare workers in low-resource settings to mobile virtual reality simulations for newborn resuscitation training--a report from the eHBB/mHBS study},
  author={Umoren, Rachel A and Patel, Shruti and Bucher, Sherri L and Esamai, Fabian and Ezeaka, Chinyere and Muinga, Naomi and Edgcombe, Hilary and Ezenwa, Beatrice and Fajolu, Iretiola and Feltner, John and others},
  year={2021},
  publisher={American Academy of Pediatrics Itasca, IL, USA}
}

Patient-specific COVID-19 resource utilization prediction using fusion AI model. Tariq, A.; Celi, L. A.; Newsome, J. M; Purkayastha, S.; Bhatia, N. K.; Trivedi, H.; Gichoya, J. W.; and Banerjee, I. NPJ digital medicine, 4(1): 94. 2021.
link bibtex

@article{tariq2021patient,
  title={Patient-specific COVID-19 resource utilization prediction using fusion AI model},
  author={Tariq, Amara and Celi, Leo Anthony and Newsome, Janice M and Purkayastha, Saptarshi and Bhatia, Neal Kumar and Trivedi, Hari and Gichoya, Judy Wawira and Banerjee, Imon},
  journal={NPJ digital medicine},
  volume={4},
  number={1},
  pages={94},
  year={2021},
  publisher={Nature Publishing Group UK London}
}

Predicting Opioid Prescriptions based on Patient Demographics in MIMIC-IV. Kodela, S.; Pinnamraju, J.; Gichoya, J. W; and Purkayastha, S. In 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), pages 225–230, 2021. IEEE
link bibtex

@inproceedings{kodela2021predicting,
  title={Predicting Opioid Prescriptions based on Patient Demographics in MIMIC-IV},
  author={Kodela, Snigdha and Pinnamraju, Jahnavi and Gichoya, Judy W and Purkayastha, Saptarshi},
  booktitle={2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS)},
  pages={225--230},
  year={2021},
  organization={IEEE}
}

Reading race: AI recognises patient's racial identity in medical images. Banerjee, I.; Bhimireddy, A. R.; Burns, J. L; Celi, L. A.; Chen, L.; Correa, R.; Dullerud, N.; Ghassemi, M.; Huang, S.; Kuo, P.; and others arXiv preprint arXiv:2107.10356. 2021.
link bibtex

@article{banerjee2021reading,
  title={Reading race: AI recognises patient's racial identity in medical images},
  author={Banerjee, Imon and Bhimireddy, Ananth Reddy and Burns, John L and Celi, Leo Anthony and Chen, Li-Ching and Correa, Ramon and Dullerud, Natalie and Ghassemi, Marzyeh and Huang, Shih-Cheng and Kuo, Po-Chih and others},
  journal={arXiv preprint arXiv:2107.10356},
  year={2021}
}

PLHI-MC10: A dataset of exercise activities captured through a triple synchronous medically-approved sensor. Mahajan, Y.; Bhimireddy, A.; Abid, A.; Gichoya, J. W; and Purkayastha, S. Data in Brief, 38: 107287. 2021.
link bibtex

@article{mahajan2021plhi,
  title={PLHI-MC10: A dataset of exercise activities captured through a triple synchronous medically-approved sensor},
  author={Mahajan, Yohan and Bhimireddy, Ananth and Abid, Areeba and Gichoya, Judy W and Purkayastha, Saptarshi},
  journal={Data in Brief},
  volume={38},
  pages={107287},
  year={2021},
  publisher={Elsevier}
}

eHBB: a randomised controlled trial of virtual reality or video for neonatal resuscitation refresher training in healthcare workers in resource-scarce settings. Umoren, R.; Bucher, S.; Hippe, D. S; Ezenwa, B. N.; Fajolu, I. B.; Okwako, F. M; Feltner, J.; Nafula, M.; Musale, A.; Olawuyi, O. A; and others BMJ open, 11(8): e048506. 2021.
link bibtex

@article{umoren2021ehbb,
  title={eHBB: a randomised controlled trial of virtual reality or video for neonatal resuscitation refresher training in healthcare workers in resource-scarce settings},
  author={Umoren, Rachel and Bucher, Sherri and Hippe, Daniel S and Ezenwa, Beatrice Nkolika and Fajolu, Iretiola Bamikeolu and Okwako, Felicitas M and Feltner, John and Nafula, Mary and Musale, Annet and Olawuyi, Olubukola A and others},
  journal={BMJ open},
  volume={11},
  number={8},
  pages={e048506},
  year={2021},
  publisher={British Medical Journal Publishing Group}
}

Optimizing medical image classification models for edge devices. Abid, A.; Sinha, P.; Harpale, A.; Gichoya, J.; and Purkayastha, S. In International Symposium on Distributed Computing and Artificial Intelligence, pages 77–87, 2021. Springer International Publishing Cham
link bibtex

@inproceedings{abid2021optimizing,
  title={Optimizing medical image classification models for edge devices},
  author={Abid, Areeba and Sinha, Priyanshu and Harpale, Aishwarya and Gichoya, Judy and Purkayastha, Saptarshi},
  booktitle={International Symposium on Distributed Computing and Artificial Intelligence},
  pages={77--87},
  year={2021},
  organization={Springer International Publishing Cham}
}

Electronic Patient Records as a Substrate for Collaboration for Distributed Care in Low-Resource Contexts. Purkayastha, S. In 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), pages 289–295, 2021. IEEE
link bibtex

@inproceedings{purkayastha2021electronic,
  title={Electronic Patient Records as a Substrate for Collaboration for Distributed Care in Low-Resource Contexts},
  author={Purkayastha, Saptarshi},
  booktitle={2021 IEEE 9th International Conference on Healthcare Informatics (ICHI)},
  pages={289--295},
  year={2021},
  organization={IEEE}
}

MedShift: identifying shift data for medical dataset curation. Guo, X.; Gichoya, J. W.; Trivedi, H.; Purkayastha, S.; and Banerjee, I. arXiv preprint arXiv:2112.13885. 2021.
link bibtex

@article{guo2021medshift,
  title={MedShift: identifying shift data for medical dataset curation},
  author={Guo, Xiaoyuan and Gichoya, Judy Wawira and Trivedi, Hari and Purkayastha, Saptarshi and Banerjee, Imon},
  journal={arXiv preprint arXiv:2112.13885},
  year={2021}
}

Using machine learning approaches to identify exercise activities from a triple-synchronous biomedical sensor. Mahajan, Y.; Pinnamraju, J.; Burns, J. L; Gichoya, J. W; and Purkayastha, S. In International Conference on Intelligent Systems Design and Applications, pages 1216–1226, 2021. Springer International Publishing Cham
link bibtex

@inproceedings{mahajan2021using,
  title={Using machine learning approaches to identify exercise activities from a triple-synchronous biomedical sensor},
  author={Mahajan, Yohan and Pinnamraju, Jahnavi and Burns, John L and Gichoya, Judy W and Purkayastha, Saptarshi},
  booktitle={International Conference on Intelligent Systems Design and Applications},
  pages={1216--1226},
  year={2021},
  organization={Springer International Publishing Cham}
}

Design and development of an integrated mHealth platform to improve kangaroo mother care in Kenya. Padmanaban, P. G.; Joshi, S. H.; Purkayastha, S.; Ekhaguere, O.; Linnes, J. C; Esamai, F.; and Bucher, S. In 2021. APHA 2021 Annual Meeting and Expo
link bibtex

@inproceedings{padmanaban2021design,
  title={Design and development of an integrated mHealth platform to improve kangaroo mother care in Kenya},
  author={Padmanaban, Priya Geetha and Joshi, Siddhi Hareshkumar and Purkayastha, Saptarshi and Ekhaguere, Osayame and Linnes, Jacqueline C and Esamai, Fabian and Bucher, Sherri},
  year={2021},
  organization={APHA 2021 Annual Meeting and Expo}
}

Towards the implementation of eco-epidemiological models for dengue in Colombia using machine learning and satellite images: Policy advocacy and open data repositories. Sebastián Osorio-Valencia, J.; Restrepo, D.; Andrés Cajas, S.; Moukheiber, D.; Escobar, B.; Sofı́a Daza, Laura; Fredy Romero, J.; Arbey Diaz, W.; Martı́nez, Luis, J.; Sundar, S.; and others Biomédica: Revista del Instituto Nacional de Salud, 41. 2021.
link bibtex

@article{sebastian2021towards,
  title={Towards the implementation of eco-epidemiological models for dengue in Colombia using machine learning and satellite images: Policy advocacy and open data repositories.},
  author={Sebasti{\'a}n Osorio-Valencia, Juan and Restrepo, David and Andr{\'e}s Cajas, Sebasti{\'a}n and Moukheiber, Dana and Escobar, Braiam and Sof{\'\i}a Daza, Laura and Fredy Romero, Jhon and Arbey Diaz, Wilson and Jes{\'u}s Mart{\'\i}nez, Luis and Sundar, Saketh and others},
  journal={Biom{\'e}dica: Revista del Instituto Nacional de Salud},
  volume={41},
  year={2021}
}

2020 (17)

The Artificial Intelligence Journal Club (# RADAIJC): a multi-institutional resident-driven web-based educational initiative. Balthazar, P.; Tajmir, S. H; Ortiz, D. A; Herse, C. C; Shea, L. A.; Seals, K. F; Cohen-Addad, D.; Purkayastha, S.; and Gichoya, J. W Academic radiology, 27(1): 136–139. 2020.
link bibtex

@article{balthazar2020artificial,
  title={The Artificial Intelligence Journal Club (\# RADAIJC): a multi-institutional resident-driven web-based educational initiative},
  author={Balthazar, Patricia and Tajmir, Shahein H and Ortiz, Daniel A and Herse, Catherine C and Shea, Lindsey AG and Seals, Kevin F and Cohen-Addad, Dan and Purkayastha, Saptarshi and Gichoya, Judy W},
  journal={Academic radiology},
  volume={27},
  number={1},
  pages={136--139},
  year={2020},
  publisher={Elsevier}
}

Engagement and usability of a cognitive behavioral therapy mobile app compared with web-based cognitive behavioral therapy among college students: randomized heuristic trial. Purkayastha, S.; Addepally, S. A.; Bucher, S.; and others JMIR human factors, 7(1): e14146. 2020.
link bibtex

@article{purkayastha2020engagement,
  title={Engagement and usability of a cognitive behavioral therapy mobile app compared with web-based cognitive behavioral therapy among college students: randomized heuristic trial},
  author={Purkayastha, Saptarshi and Addepally, Siva Abhishek and Bucher, Sherri and others},
  journal={JMIR human factors},
  volume={7},
  number={1},
  pages={e14146},
  year={2020},
  publisher={JMIR Publications Inc., Toronto, Canada}
}

Multi-label natural language processing to identify diagnosis and procedure codes from MIMIC-III inpatient notes. Singh, A.; Guntu, M.; Bhimireddy, A. R.; Gichoya, J. W; and Purkayastha, S. arXiv preprint arXiv:2003.07507. 2020.
link bibtex

@article{singh2020multi,
  title={Multi-label natural language processing to identify diagnosis and procedure codes from MIMIC-III inpatient notes},
  author={Singh, AK and Guntu, Mounika and Bhimireddy, Ananth Reddy and Gichoya, Judy W and Purkayastha, Saptarshi},
  journal={arXiv preprint arXiv:2003.07507},
  year={2020}
}

Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS. Kathiravelu, P.; Sharma, A.; Purkayastha, S.; Sinha, P.; Cadrin-Chenevert, A.; Banerjee, I.; and Gichoya, J. W. arXiv preprint arXiv:2004.07965, 10: 1–29. 2020.
link bibtex

@article{kathiravelu2020developing,
  title={Developing and Deploying Machine Learning Pipelines against Real-Time Image Streams from the PACS},
  author={Kathiravelu, Pradeeban and Sharma, Ashish and Purkayastha, Saptarshi and Sinha, Priyanshu and Cadrin-Chenevert, Alexandre and Banerjee, Imon and Gichoya, Judy Wawira},
  journal={arXiv preprint arXiv:2004.07965},
  volume={10},
  pages={1--29},
  year={2020}
}

Artificial intelligence for global health: learning from a decade of digital transformation in health care. Mathur, V.; Purkayastha, S.; and Gichoya, J. W. arXiv preprint arXiv:2005.12378. 2020.
link bibtex

@article{mathur2020artificial,
  title={Artificial intelligence for global health: learning from a decade of digital transformation in health care},
  author={Mathur, Varoon and Purkayastha, Saptarshi and Gichoya, Judy Wawira},
  journal={arXiv preprint arXiv:2005.12378},
  year={2020}
}

eHBB/mHBS-DHIS2: Mobile virtual reality provider training in Helping Babies Breathe®. Umoren, R. A; Bucher, S.; Purkayastha, S.; Ezeaka, C.; Esamai, F.; Mairami, A.; Asangansi, I.; Bresnahan, B.; and Paton, C. Pediatrics, 146(1_MeetingAbstract): 290–292. 2020.
link bibtex

@article{umoren2020ehbb,
  title={eHBB/mHBS-DHIS2: Mobile virtual reality provider training in Helping Babies Breathe{\textregistered}},
  author={Umoren, Rachel A and Bucher, Sherri and Purkayastha, Saptarshi and Ezeaka, Chinyere and Esamai, Fabian and Mairami, Amsa and Asangansi, Ime and Bresnahan, Brian and Paton, Chris},
  journal={Pediatrics},
  volume={146},
  number={1\_MeetingAbstract},
  pages={290--292},
  year={2020},
  publisher={American Academy of Pediatrics}
}

Pre-Training Cognitive and Psychomotor Gaps in Healthcare Worker Neonatal Resuscitation Skills for Helping Babies Breathe–A Report from the eHBB/mHBS Study. Umoren, R. A; Ezeaka, C.; Esamai, F.; Kshatriya, B. A.; Avanigadda, P.; Clopp, B.; Ezenwa, B.; Fajolu, I.; Feltner, J.; Makokha, F.; and others 2020.
link bibtex

@misc{umoren2020pre,
  title={Pre-Training Cognitive and Psychomotor Gaps in Healthcare Worker Neonatal Resuscitation Skills for Helping Babies Breathe--A Report from the eHBB/mHBS Study},
  author={Umoren, Rachel A and Ezeaka, Chinyere and Esamai, Fabian and Kshatriya, Bhavani Agnikula and Avanigadda, Prem and Clopp, Bailey and Ezenwa, Beatrice and Fajolu, Iretiola and Feltner, John and Makokha, Felicitas and others},
  year={2020},
  publisher={American Academy of Pediatrics Itasca, IL, USA}
}

Was there COVID-19 back in 2012? Challenge for AI in diagnosis with similar indications. Banerjee, I.; Sinha, P.; Purkayastha, S.; Mashhaditafreshi, N.; Tariq, A.; Jeong, J.; Trivedi, H.; and Gichoya, J. W arXiv preprint arXiv:2006.13262. 2020.
link bibtex

@article{banerjee2020there,
  title={Was there COVID-19 back in 2012? Challenge for AI in diagnosis with similar indications},
  author={Banerjee, Imon and Sinha, Priyanshu and Purkayastha, Saptarshi and Mashhaditafreshi, Nazanin and Tariq, Amara and Jeong, Jiwoong and Trivedi, Hari and Gichoya, Judy W},
  journal={arXiv preprint arXiv:2006.13262},
  year={2020}
}

Essential Care for Every Baby: Neonatal Clinical Decision Support Tool. Rajapuri, A. S.; Ravindran, R.; Horan, K.; Bucher, S.; and Purkayastha, S. In International Conference on Applied Human Factors and Ergonomics, pages 189–196, 2020. Springer International Publishing Cham
link bibtex

@inproceedings{rajapuri2020essential,
  title={Essential Care for Every Baby: Neonatal Clinical Decision Support Tool},
  author={Rajapuri, Anushri Singh and Ravindran, Radhika and Horan, Kevin and Bucher, Sherri and Purkayastha, Saptarshi},
  booktitle={International Conference on Applied Human Factors and Ergonomics},
  pages={189--196},
  year={2020},
  organization={Springer International Publishing Cham}
}

Blood glucose level prediction as time-series modeling using sequence-to-sequence neural networks. Bhimireddy, A.; Sinha, P.; Oluwalade, B.; Gichoya, J. W.; and Purkayastha, S. In 2020. CEUR Workshop Proceedings
link bibtex

@inproceedings{bhimireddy2020blood,
  title={Blood glucose level prediction as time-series modeling using sequence-to-sequence neural networks},
  author={Bhimireddy, Ananth and Sinha, Priyanshu and Oluwalade, Bolu and Gichoya, Judy Wawira and Purkayastha, Saptarshi},
  year={2020},
  organization={CEUR Workshop Proceedings}
}

Current clinical applications of artificial intelligence in radiology and their best supporting evidence. Tariq, A.; Purkayastha, S.; Padmanaban, G. P.; Krupinski, E.; Trivedi, H.; Banerjee, I.; and Gichoya, J. W. Journal of the American College of Radiology, 17(11): 1371–1381. 2020.
link bibtex

@article{tariq2020current,
  title={Current clinical applications of artificial intelligence in radiology and their best supporting evidence},
  author={Tariq, Amara and Purkayastha, Saptarshi and Padmanaban, Geetha Priya and Krupinski, Elizabeth and Trivedi, Hari and Banerjee, Imon and Gichoya, Judy Wawira},
  journal={Journal of the American College of Radiology},
  volume={17},
  number={11},
  pages={1371--1381},
  year={2020},
  publisher={Elsevier}
}

Digital health innovations, tools, and resources to support helping babies survive programs. Bucher, S. L; Cardellichio, P.; Muinga, N.; Patterson, J. K; Thukral, A.; Deorari, A. K; Data, S.; Umoren, R.; and Purkayastha, S. Pediatrics, 146(Supplement_2): S165–S182. 2020.
link bibtex

@article{bucher2020digital,
  title={Digital health innovations, tools, and resources to support helping babies survive programs},
  author={Bucher, Sherri L and Cardellichio, Peter and Muinga, Naomi and Patterson, Jackie K and Thukral, Anu and Deorari, Ashok K and Data, Santorino and Umoren, Rachel and Purkayastha, Saptarshi},
  journal={Pediatrics},
  volume={146},
  number={Supplement\_2},
  pages={S165--S182},
  year={2020},
  publisher={American Academy of Pediatrics Itasca, IL, USA}
}

Wireless vital signs monitoring of opioid-exposed newborns during skin-to-skin care: Biomedical device innovation. Bucher, S.; Hoilett, O.; Bluhm, N.; Walters, B.; Pickering, A.; Purkayastha, S.; Linnes, J. C; Ekhaguere, O.; Ummel, J.; Padmanaban, P. G.; and others In APHA’s 2020 VIRTUAL Annual Meeting and Expo (Oct. 24-28), 2020.
link bibtex

@inproceedings{bucher2020wireless,
  title={Wireless vital signs monitoring of opioid-exposed newborns during skin-to-skin care: Biomedical device innovation},
  author={Bucher, Sherri and Hoilett, Orlando and Bluhm, Nicholas and Walters, Benjamin and Pickering, Alyson and Purkayastha, Saptarshi and Linnes, Jacqueline C and Ekhaguere, Osayame and Ummel, Jason and Padmanaban, Priya Geetha and others},
  booktitle={APHA’s 2020 VIRTUAL Annual Meeting and Expo (Oct. 24-28)},
  year={2020}
}

Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways. Goyal, S.; Purkayastha, S.; Phillips, T.; Quick, R.; and Britt, A. In Gateways 2020, 2020.
link bibtex

@inproceedings{goyal2020enabling,
  title={Enabling Secure and Effective Biomedical Data Sharing through Cyberinfrastructure Gateways},
  author={Goyal, Shreya and Purkayastha, Saptarshi and Phillips, Tyler and Quick, Rob and Britt, Alexis},
  booktitle={Gateways 2020},
  year={2020}
}

AuthN-AuthZ: Integrated, user-friendly and privacy-preserving authentication and authorization. Phillips, T.; Yu, X.; Haakenson, B.; Goyal, S.; Zou, X.; Purkayastha, S.; and Wu, H. In 2020 Second IEEE international conference on trust, privacy and security in intelligent systems and applications (TPS-ISA), pages 189–198, 2020. IEEE
link bibtex

@inproceedings{phillips2020authn,
  title={AuthN-AuthZ: Integrated, user-friendly and privacy-preserving authentication and authorization},
  author={Phillips, Tyler and Yu, Xiaoyuan and Haakenson, Brandon and Goyal, Shreya and Zou, Xukai and Purkayastha, Saptarshi and Wu, Huanmei},
  booktitle={2020 Second IEEE international conference on trust, privacy and security in intelligent systems and applications (TPS-ISA)},
  pages={189--198},
  year={2020},
  organization={IEEE}
}

Continuous security through integration testing in an electronic health records system. Purkayastha, S.; Goyal, S.; Phillips, T.; Wu, H.; Haakenson, B.; and Zou, X. In 2020 International Conference on Software Security and Assurance (ICSSA), pages 26–31, 2020. IEEE
link bibtex

@inproceedings{purkayastha2020continuous,
  title={Continuous security through integration testing in an electronic health records system},
  author={Purkayastha, Saptarshi and Goyal, Shreya and Phillips, Tyler and Wu, Huanmei and Haakenson, Brandon and Zou, Xukai},
  booktitle={2020 International Conference on Software Security and Assurance (ICSSA)},
  pages={26--31},
  year={2020},
  organization={IEEE}
}

The Successful Usage of the DICOM Images Exchange System (ePACS) in the Czech Republic. Bruthans, J. Applied Clinical Informatics, 11(01): 104–111. 2020.
link bibtex

@article{bruthans2020successful,
  title={The Successful Usage of the DICOM Images Exchange System (ePACS) in the Czech Republic},
  author={Bruthans, Jan},
  journal={Applied Clinical Informatics},
  volume={11},
  number={01},
  pages={104--111},
  year={2020},
  publisher={Georg Thieme Verlag KG}
}

2019 (12)

Comparison of open-source electronic health record systems based on functional and user performance criteria. Purkayastha, S.; Allam, R.; Maity, P.; and Gichoya, J. W Healthcare informatics research, 25(2): 89–98. 2019.
link bibtex

@article{purkayastha2019comparison,
  title={Comparison of open-source electronic health record systems based on functional and user performance criteria},
  author={Purkayastha, Saptarshi and Allam, Roshini and Maity, Pallavi and Gichoya, Judy W},
  journal={Healthcare informatics research},
  volume={25},
  number={2},
  pages={89--98},
  year={2019},
  publisher={Korean Society of Medical Informatics}
}

Evaluating the implementation of deep learning in librehealth radiology on chest x-rays. Purkayastha, S.; Buddi, S. B.; Nuthakki, S.; Yadav, B.; and Gichoya, J. W In Science and Information Conference, pages 648–657, 2019. Springer International Publishing Cham
link bibtex

@inproceedings{purkayastha2019evaluating,
  title={Evaluating the implementation of deep learning in librehealth radiology on chest x-rays},
  author={Purkayastha, Saptarshi and Buddi, Surendra Babu and Nuthakki, Siddhartha and Yadav, Bhawana and Gichoya, Judy W},
  booktitle={Science and Information Conference},
  pages={648--657},
  year={2019},
  organization={Springer International Publishing Cham}
}

Critical Components of Formative Assessment in Process-Oriented Guided Inquiry Learning for Online Labs. Purkayastha, S.; Surapaneni, A. K; Maity, P.; Rajapuri, A. S; and Gichoya, J. W Electronic Journal of E-learning, 17(2): 79–92. 2019.
link bibtex

@article{purkayastha2019critical,
  title={Critical Components of Formative Assessment in Process-Oriented Guided Inquiry Learning for Online Labs.},
  author={Purkayastha, Saptarshi and Surapaneni, Asha K and Maity, Pallavi and Rajapuri, Anushri S and Gichoya, Judy W},
  journal={Electronic Journal of E-learning},
  volume={17},
  number={2},
  pages={79--92},
  year={2019},
  publisher={Academic Conferences Limited. Curtis Farm, Kidmore End, Nr Reading, RG4 9AY, UK}
}

Identification of patients in need of advanced care for depression using data extracted from a statewide health information exchange: a machine learning approach. Kasthurirathne, S. N; Biondich, P. G; Grannis, S. J; Purkayastha, S.; Vest, J. R; and Jones, J. F Journal of medical Internet research, 21(7): e13809. 2019.
link bibtex

@article{kasthurirathne2019identification,
  title={Identification of patients in need of advanced care for depression using data extracted from a statewide health information exchange: a machine learning approach},
  author={Kasthurirathne, Suranga N and Biondich, Paul G and Grannis, Shaun J and Purkayastha, Saptarshi and Vest, Joshua R and Jones, Josette F},
  journal={Journal of medical Internet research},
  volume={21},
  number={7},
  pages={e13809},
  year={2019},
  publisher={JMIR Publications Toronto, Canada}
}

Full training versus fine tuning for radiology images concept detection task for the ImageCLEF 2019 challenge. Sinha, P.; Purkayastha, S.; and Gichoya, J. . 2019.
link bibtex

@article{sinha2019full,
  title={Full training versus fine tuning for radiology images concept detection task for the ImageCLEF 2019 challenge},
  author={Sinha, Priyanshu and Purkayastha, Saptarshi and Gichoya, Judy},
  year={2019}
}

The development and usability testing of a decision support mobile app for the Essential Care for Every Baby (ECEB) program. Nuthakki, S.; Bucher, S.; and Purkayastha, S. In International Conference on Human-Computer Interaction, pages 259–263, 2019. Springer International Publishing Cham
link bibtex

@inproceedings{nuthakki2019development,
  title={The development and usability testing of a decision support mobile app for the Essential Care for Every Baby (ECEB) program},
  author={Nuthakki, Siddhartha and Bucher, Sherri and Purkayastha, Saptarshi},
  booktitle={International Conference on Human-Computer Interaction},
  pages={259--263},
  year={2019},
  organization={Springer International Publishing Cham}
}

Learning gains of process oriented guided inquiry learning in an online course setting. Purkayastha, S.; Guntu, M.; Ravindran, R.; and Surapaneni, A. K. In 2019. Academic Conferences International Limited
link bibtex

@inproceedings{purkayastha2019learning,
  title={Learning gains of process oriented guided inquiry learning in an online course setting},
  author={Purkayastha, Saptarshi and Guntu, Mounika and Ravindran, Radhika and Surapaneni, Asha Kiranmayee},
  year={2019},
  organization={Academic Conferences International Limited}
}

Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks. Nuthakki, S.; Neela, S.; Gichoya, J. W; and Purkayastha, S. arXiv preprint arXiv:1912.12397. 2019.
link bibtex

@article{nuthakki2019natural,
  title={Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks},
  author={Nuthakki, Siddhartha and Neela, Sunil and Gichoya, Judy W and Purkayastha, Saptarshi},
  journal={arXiv preprint arXiv:1912.12397},
  year={2019}
}

Trends in RED Blood CELL Transfusions within the Biologics Effectiveness and Safety (BEST) Initiative Network, 2012-2018. Obidi, J.; Villa, C.; Storch, E.; Whitaker, B.; Chada, K.; Williams, A.; Fowler, S.; Schilling, L. M; Kahn, M. G; Edlavitch, S. A; and others . 2019.
link bibtex

@article{obidi2019trends,
  title={Trends in RED Blood CELL Transfusions within the Biologics Effectiveness and Safety (BEST) Initiative Network, 2012-2018},
  author={Obidi, Joyce and Villa, Carlos and Storch, Emily and Whitaker, Barbee and Chada, Kinnera and Williams, Alan and Fowler, Stephanie and Schilling, Lisa M and Kahn, Michael G and Edlavitch, Stanley A and others},
  year={2019},
  publisher={AABB}
}

Development and Implementation of a Dashboard for Diabetes Care Management in OpenMRS. Teja Yandrapalli, B.; Jones, J.; and Purkayastha, S. arXiv e-prints,arXiv–1910. 2019.
link bibtex

@article{teja2019development,
  title={Development and Implementation of a Dashboard for Diabetes Care Management in OpenMRS},
  author={Teja Yandrapalli, Bhanu and Jones, Josette and Purkayastha, Saptarshi},
  journal={arXiv e-prints},
  pages={arXiv--1910},
  year={2019}
}

Development and implementation of a dashboard for diabetes care management in OpenMRS. Yandrapalli, B. T.; Jones, J.; and Purkayastha, S. arXiv preprint arXiv:1910.11437. 2019.
link bibtex

@article{yandrapalli2019development,
  title={Development and implementation of a dashboard for diabetes care management in OpenMRS},
  author={Yandrapalli, Bhanu Teja and Jones, Josette and Purkayastha, Saptarshi},
  journal={arXiv preprint arXiv:1910.11437},
  year={2019}
}

FW-HTF-RM: Measuring learning gains in man-machine assemblage when augmenting radiology work with artificial intelligence. Purkayastha, S. NSF Award Number 1928481. Directorate for Engineering, 19(1928481): 28481. 2019.
link bibtex

@article{purkayastha2019fw,
  title={FW-HTF-RM: Measuring learning gains in man-machine assemblage when augmenting radiology work with artificial intelligence},
  author={Purkayastha, Saptarshi},
  journal={NSF Award Number 1928481. Directorate for Engineering},
  volume={19},
  number={1928481},
  pages={28481},
  year={2019}
}

2018 (9)

Phronesis of AI in radiology: Superhuman meets natural stupidity. Gichoya, J. W; Nuthakki, S.; Maity, P. G; and Purkayastha, S. arXiv preprint arXiv:1803.11244. 2018.
link bibtex

@article{gichoya2018phronesis,
  title={Phronesis of AI in radiology: Superhuman meets natural stupidity},
  author={Gichoya, Judy W and Nuthakki, Siddhartha and Maity, Pallavi G and Purkayastha, Saptarshi},
  journal={arXiv preprint arXiv:1803.11244},
  year={2018}
}

A platform for innovation and standards evaluation: a case study from the OpenMRS open-source radiology information system. Gichoya, J. W; Kohli, M.; Ivange, L.; Schmidt, T. S; and Purkayastha, S. Journal of digital imaging, 31(3): 361–370. 2018.
link bibtex

@article{gichoya2018platform,
  title={A platform for innovation and standards evaluation: a case study from the OpenMRS open-source radiology information system},
  author={Gichoya, Judy W and Kohli, Marc and Ivange, Larry and Schmidt, Teri S and Purkayastha, Saptarshi},
  journal={Journal of digital imaging},
  volume={31},
  number={3},
  pages={361--370},
  year={2018},
  publisher={Springer International Publishing Cham}
}

Overcoming the maternal care crisis: how can lessons learnt in global health informatics address US maternal health outcomes?. Kasthurirathne, S. N; Mamlin, B. W; Purkayastha, S.; and Cullen, T. In AMIA Annual Symposium Proceedings, volume 2017, pages 1034, 2018.
link bibtex

@inproceedings{kasthurirathne2018overcoming,
  title={Overcoming the maternal care crisis: how can lessons learnt in global health informatics address US maternal health outcomes?},
  author={Kasthurirathne, Suranga N and Mamlin, Burke W and Purkayastha, Saptarshi and Cullen, Theresa},
  booktitle={AMIA Annual Symposium Proceedings},
  volume={2017},
  pages={1034},
  year={2018}
}

Improving “Desktop medicine” efficiency using Guided Inquiry Learning in an Electronic Health Records System. Purkayastha, S.; Naliyatthaliyazchayil, P. R. M.; Surapaneni, A. K.; Kowkutla, A.; and Maity, P. . 2018.
link bibtex

@article{purkayastha2018improving,
  title={Improving “Desktop medicine” efficiency using Guided Inquiry Learning in an Electronic Health Records System},
  author={Purkayastha, Saptarshi and Naliyatthaliyazchayil, Parvati Ravindranathan Menon and Surapaneni, Asha Kiranmayee and Kowkutla, Ashwini and Maity, Pallavi},
  year={2018}
}

Implementing Guided Inquiry Learning and Measuring Engagement Using an Electronic Health Record System in an Online Setting. Purkayastha, S.; Surapaneni, A. K.; and Maity, P. In 2018. Academic Conferences International Limited
link bibtex

@inproceedings{purkayastha2018implementing,
  title={Implementing Guided Inquiry Learning and Measuring Engagement Using an Electronic Health Record System in an Online Setting},
  author={Purkayastha, Saptarshi and Surapaneni, Asha Kiranmayee and Maity, Pallavi},
  year={2018},
  organization={Academic Conferences International Limited}
}

Development of an innovative mobile phone-based newborn care training application. Bucher, S.; Meyers, E.; Kshatriya, B. S. A.; Avanigadda, P. C.; and Purkayastha, S. In International Conference on Innovations in Bio-Inspired Computing and Applications, pages 361–374, 2018. Springer International Publishing Cham
link bibtex

@inproceedings{bucher2018development,
  title={Development of an innovative mobile phone-based newborn care training application},
  author={Bucher, Sherri and Meyers, Elizabeth and Kshatriya, Bhavani Singh Agnikula and Avanigadda, Prem Chand and Purkayastha, Saptarshi},
  booktitle={International Conference on Innovations in Bio-Inspired Computing and Applications},
  pages={361--374},
  year={2018},
  organization={Springer International Publishing Cham}
}

Finding the Best EHR Training Dataset: A Cross-over Trial. Jones, J. F; Fatima, R.; Purkayastha, S.; Kulanthaivel, A.; and Zhang, E. In AMIA, 2018.
link bibtex

@inproceedings{jones2018finding,
  title={Finding the Best EHR Training Dataset: A Cross-over Trial.},
  author={Jones, Josette F and Fatima, Rukhaiya and Purkayastha, Saptarshi and Kulanthaivel, Anand and Zhang, Enming},
  booktitle={AMIA},
  year={2018}
}

Implementing Guided Inquiry Learning and Measuring Engagement using an Electronic Health Record System in an Online Setting. Maity, P.; and Purkayastha, S. Assessment. 2018.
link bibtex

@article{maity2018implementing,
  title={Implementing Guided Inquiry Learning and Measuring Engagement using an Electronic Health Record System in an Online Setting},
  author={Maity, Pallavi and Purkayastha, Saptarshi},
  journal={Assessment},
  year={2018}
}

A Platform for Innovation and Standards Evaluation: a Case Study from the OpenMRS Open-Source Radiology Information System. Kohli, M.; Ivange, L.; Schmidt, T. S; and Purkayastha, S. Journal of Digital Imaging (Online), 31(3). 2018.
link bibtex

@article{kohli2018platform,
  title={A Platform for Innovation and Standards Evaluation: a Case Study from the OpenMRS Open-Source Radiology Information System},
  author={Kohli, Marc and Ivange, Larry and Schmidt, Teri S and Purkayastha, Saptarshi},
  journal={Journal of Digital Imaging (Online)},
  volume={31},
  number={3},
  year={2018}
}

2017 (7)

Implementation of a single sign-on system between practice, research and learning systems. Purkayastha, S.; Gichoya, J. W; and Addepally, A. S. Applied clinical informatics, 26(01): 306–312. 2017.
link bibtex

@article{purkayastha2017implementation,
  title={Implementation of a single sign-on system between practice, research and learning systems},
  author={Purkayastha, Saptarshi and Gichoya, Judy W and Addepally, Abhishek Siva},
  journal={Applied clinical informatics},
  volume={26},
  number={01},
  pages={306--312},
  year={2017},
  publisher={Schattauer GmbH}
}

Conversion of JPG image into DICOM image format with one click tagging. Oladiran, O.; Gichoya, J.; and Purkayastha, S. In International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, pages 61–70, 2017. Springer International Publishing Cham
link bibtex

@inproceedings{oladiran2017conversion,
  title={Conversion of JPG image into DICOM image format with one click tagging},
  author={Oladiran, Olakunle and Gichoya, Judy and Purkayastha, Saptarshi},
  booktitle={International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management},
  pages={61--70},
  year={2017},
  organization={Springer International Publishing Cham}
}

Mobile-application based cognitive behavior therapy (CBT) for identifying and managing depression and anxiety. Addepally, S. A.; and Purkayastha, S. In International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, pages 3–12, 2017. Springer International Publishing Cham
link bibtex

@inproceedings{addepally2017mobile,
  title={Mobile-application based cognitive behavior therapy (CBT) for identifying and managing depression and anxiety},
  author={Addepally, Siva Abhishek and Purkayastha, Saptarshi},
  booktitle={International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management},
  pages={3--12},
  year={2017},
  organization={Springer International Publishing Cham}
}

Using cognitive fit theory to evaluate patient understanding of medical images. Gichoya, J. W.; Alarifi, M.; Bhaduri, R.; Tahir, B.; and Purkayastha, S. In 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 2430–2433, 2017. IEEE
link bibtex

@inproceedings{gichoya2017using,
  title={Using cognitive fit theory to evaluate patient understanding of medical images},
  author={Gichoya, Judy Wawira and Alarifi, Mohammad and Bhaduri, Ria and Tahir, Bilal and Purkayastha, Saptarshi},
  booktitle={2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
  pages={2430--2433},
  year={2017},
  organization={IEEE}
}

Know thy eHealth user: Development of biopsychosocial personas from a study of older adults with heart failure. Holden, R. J; Kulanthaivel, A.; Purkayastha, S.; Goggins, K. M; and Kripalani, S. International journal of medical informatics, 108: 158–167. 2017.
link bibtex

@article{holden2017know,
  title={Know thy eHealth user: Development of biopsychosocial personas from a study of older adults with heart failure},
  author={Holden, Richard J and Kulanthaivel, Anand and Purkayastha, Saptarshi and Goggins, Kathryn M and Kripalani, Sunil},
  journal={International journal of medical informatics},
  volume={108},
  pages={158--167},
  year={2017},
  publisher={Elsevier}
}

Comparative performance analysis of different fingerprint biometric scanners for patient matching. Kasiiti, N.; Wawira, J.; Purkayastha, S.; and Were, M. C . 2017.
link bibtex

@article{kasiiti2017comparative,
  title={Comparative performance analysis of different fingerprint biometric scanners for patient matching},
  author={Kasiiti, Noah and Wawira, Judy and Purkayastha, Saptarshi and Were, Martin C},
  year={2017},
  publisher={IOS Press}
}

Implementing clinical practice guidelines for chronic obstructive pulmonary disease in an EHR system. Walker, M.; Ge, W.; Gichoya, J. W; and Purkayastha, S. In 2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT), pages 148–151, 2017. IEEE
link bibtex

@inproceedings{walker2017implementing,
  title={Implementing clinical practice guidelines for chronic obstructive pulmonary disease in an EHR system},
  author={Walker, Marisa and Ge, Weiwei and Gichoya, Judy W and Purkayastha, Saptarshi},
  booktitle={2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT)},
  pages={148--151},
  year={2017},
  organization={IEEE}
}

2015 (2)

From dyadic ties to information infrastructures: care-coordination between patients, providers, students and researchers. Purkayastha, S.; Price, A; Biswas, R; Ganesh, A. J.; and Otero, P Yearbook of medical informatics, 24(01): 68–74. 2015.
link bibtex

@article{purkayastha2015dyadic,
  title={From dyadic ties to information infrastructures: care-coordination between patients, providers, students and researchers},
  author={Purkayastha, Saptarshi and Price, A and Biswas, R and Ganesh, AU Jai and Otero, P},
  journal={Yearbook of medical informatics},
  volume={24},
  number={01},
  pages={68--74},
  year={2015},
  publisher={Georg Thieme Verlag KG}
}

The Genus of Information Infrastructures: Architecture, Governance & Praxis. Purkayastha, S. Ph.D. Thesis, Norwegian University of Science and Technology, Trondheim, Norway, 2015.
link bibtex

@phdthesis{purkayastha2015genus,
  title={The Genus of Information Infrastructures: Architecture, Governance \& Praxis.},
  author={Purkayastha, Saptarshi},
  year={2015},
  school={Norwegian University of Science and Technology, Trondheim, Norway}
}

2014 (1)

OpenScrum: Scrum methodology to improve shared understanding in an open-source community. Purkayastha, S. . 2014.
link bibtex

@article{purkayastha2014openscrum,
  title={OpenScrum: Scrum methodology to improve shared understanding in an open-source community},
  author={Purkayastha, Saptarshi},
  year={2014}
}

2013 (4)

A Post-development Perspective on mHealth–An Implementation Initiative in Malawi. Purkayastha, S.; Manda, T. D.; and Sanner, T. A. In 2013 46th Hawaii International Conference on System Sciences, pages 4217–4225, 2013. IEEE
link bibtex

@inproceedings{purkayastha2013post,
  title={A Post-development Perspective on mHealth--An Implementation Initiative in Malawi},
  author={Purkayastha, Saptarshi and Manda, Tiwonge Davis and Sanner, Terje Aksel},
  booktitle={2013 46th Hawaii International Conference on System Sciences},
  pages={4217--4225},
  year={2013},
  organization={IEEE}
}

2052: A global forecast for the next forty years. Purkayastha, S. International Journal of User-Driven Healthcare (IJUDH), 3(1): 88–89. 2013.
link bibtex

@article{purkayastha20132052,
  title={2052: A global forecast for the next forty years},
  author={Purkayastha, Saptarshi},
  journal={International Journal of User-Driven Healthcare (IJUDH)},
  volume={3},
  number={1},
  pages={88--89},
  year={2013},
  publisher={IGI Global Scientific Publishing}
}

Big data analytics for developing countries–using the cloud for operational BI in health. Purkayastha, S.; and Braa, J. The Electronic Journal of Information Systems in Developing Countries, 59(1): 1–17. 2013.
link bibtex

@article{purkayastha2013big,
  title={Big data analytics for developing countries--using the cloud for operational BI in health},
  author={Purkayastha, Saptarshi and Braa, J{\o}rn},
  journal={The Electronic Journal of Information Systems in Developing Countries},
  volume={59},
  number={1},
  pages={1--17},
  year={2013}
}

Overview, not Overwhelm: Framing Operational BI Tools using Organizational Capabilities. Purkayastha, S.; and Braa, J. . 2013.
link bibtex

@article{purkayastha2013overview,
  title={Overview, not Overwhelm: Framing Operational BI Tools using Organizational Capabilities},
  author={Purkayastha, Saptarshi and Braa, J{\o}rn},
  year={2013}
}

2012 (4)

Design and Implementation of Mobile-Based Technology in Strengthening Health Information System: Aligning mHealth Solutions to Infrastructures. Purkayastha, S. Mobile Computing Techniques in Emerging Markets: Systems, Applications and Services,158. 2012.
link bibtex

@article{purkayastha2012design,
  title={Design and Implementation of Mobile-Based Technology in Strengthening Health Information System: Aligning mHealth Solutions to Infrastructures},
  author={Purkayastha, Saptarshi},
  journal={Mobile Computing Techniques in Emerging Markets: Systems, Applications and Services},
  pages={158},
  year={2012},
  publisher={Information Science Reference}
}

Dyscover—An Orton-Gillingham approach inspired multi-sensory learning application for dyslexic children. Purkayastha, S.; Nehete, N.; and Purkayastha, J. In 2012 World Congress on Information and Communication Technologies, pages 685–690, 2012. IEEE
link bibtex

@inproceedings{purkayastha2012dyscover,
  title={Dyscover—An Orton-Gillingham approach inspired multi-sensory learning application for dyslexic children},
  author={Purkayastha, Saptarshi and Nehete, Namrata and Purkayastha, Jashodhara},
  booktitle={2012 World Congress on Information and Communication Technologies},
  pages={685--690},
  year={2012},
  organization={IEEE}
}

Hixen: An integration engine for multi-vocabulary health information using rest & semantic metadata mapping. Purkayastha, S. In 2012 World Congress on Information and Communication Technologies, pages 679–684, 2012. IEEE
link bibtex

@inproceedings{purkayastha2012hixen,
  title={Hixen: An integration engine for multi-vocabulary health information using rest \& semantic metadata mapping},
  author={Purkayastha, Saptarshi},
  booktitle={2012 World Congress on Information and Communication Technologies},
  pages={679--684},
  year={2012},
  organization={IEEE}
}

The Mobile is Part of a Whole: Lessons from an mHealth Implementation in Malawi. Manda, T. D.; Sanner, T. A; Purkayastha, S.; and Nyirenda, E. Technical Report 2012.
link bibtex

@techreport{manda2012mobile,
  title={The Mobile is Part of a Whole: Lessons from an mHealth Implementation in Malawi},
  author={Manda, Tiwonge Davis and Sanner, Terje A and Purkayastha, Saptarshi and Nyirenda, Enock},
  year={2012}
}

2011 (1)

Towards a contextual insecurity framework: How contextual development leads to security problems in information systems. Purkayastha, S. In Proceedings of IRIS 2011, pages 654–666. Turku Centre for Computer Science, 2011.
link bibtex

@incollection{purkayastha2011towards,
  title={Towards a contextual insecurity framework: How contextual development leads to security problems in information systems},
  author={Purkayastha, Saptarshi},
  booktitle={Proceedings of IRIS 2011},
  pages={654--666},
  year={2011},
  publisher={Turku Centre for Computer Science}
}

2010 (2)

Sustainable mobile information infrastructures in low resource settings. Braa, K.; and Purkayastha, S. In Information Technology in Health Care: Socio-Technical Approaches 2010, pages 127–132. IOS Press, 2010.
link bibtex

@incollection{braa2010sustainable,
  title={Sustainable mobile information infrastructures in low resource settings},
  author={Braa, Kristin and Purkayastha, Saptarshi},
  booktitle={Information Technology in Health Care: Socio-Technical Approaches 2010},
  pages={127--132},
  year={2010},
  publisher={IOS Press}
}

Exploring the potential and challenges of using mobile based technology in strengthening health information systems: Experiences from a pilot study. Mukherjee, A.; Purkayastha, S.; and Sahay, S. In AMCIS 2010 Proceedings, pages Paper–263, 2010.
link bibtex

@inproceedings{mukherjee2010exploring,
  title={Exploring the potential and challenges of using mobile based technology in strengthening health information systems: Experiences from a pilot study},
  author={Mukherjee, Arunima and Purkayastha, Saptarshi and Sahay, Sundeep},
  booktitle={AMCIS 2010 Proceedings},
  pages={Paper--263},
  year={2010}
}

undefined (3)

Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications. arXiv 2020. Banerjee, I; Sinha, P; Purkayastha, S; Mashhaditafreshi, N; Tariq, A; Jeong, J.; Trivedi, H; and Gichoya, J. arXiv preprint arXiv:2006.13262. .
link bibtex

@article{banerjee2006there,
  title={Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications. arXiv 2020},
  author={Banerjee, I and Sinha, P and Purkayastha, S and Mashhaditafreshi, N and Tariq, A and Jeong, JJ and Trivedi, H and Gichoya, JW},
  journal={arXiv preprint arXiv:2006.13262}
}

Using HL7 FHIR to Integrate Structured Reporting Reports into an Open Source Medical Records System. Genereaux, B.; Karunarathne, M.; Purkayastha, S.; and Kahn, C. E . .
link bibtex

@article{genereauxusing,
  title={Using HL7 FHIR to Integrate Structured Reporting Reports into an Open Source Medical Records System},
  author={Genereaux, Brad and Karunarathne, Milan and Purkayastha, Saptarshi and Kahn, Charles E}
}

Patient-specific COVID-19 resource utilization prediction using fusion AI model. Purkayastha, S. npj Digital Medicine. .
link bibtex

@article{purkayasthapatient,
  title={Patient-specific COVID-19 resource utilization prediction using fusion AI model},
  author={Purkayastha, Saptarshi},
  journal={npj Digital Medicine}
}