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T\",\"Bunnell, H T.\",\"Beheshti, R.\"],\"key\":\"Gupta2022Flexible-windowRecords\",\"id\":\"Gupta2022Flexible-windowRecords\",\"bibbaseid\":\"gupta-phan-bunnell-beheshti-flexiblewindowpredictionsonelectronichealthrecords-2022\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"beheshti, r\":\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Identifying the Leading Factors of Significant Weight Gains Using a New Rule Discovery Method\",\"year\":\"2021\",\"journal\":\"arXiv preprint arXiv:2111.04475\",\"author+an\":\"1=lead\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Samizadeh\"],\"firstnames\":[\"Mina\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Jones-Smith\"],\"firstnames\":[\"Jessica\",\"C\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Sheridan\"],\"firstnames\":[\"Bethany\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Beheshti\"],\"firstnames\":[\"Rahmatollah\"],\"suffixes\":[]}],\"bibtex\":\"@article{Samizadeh2021IdentifyingMethod,\\n    title = {{Identifying the Leading Factors of Significant Weight Gains Using a New Rule Discovery Method}},\\n    year = {2021},\\n    journal = {arXiv preprint arXiv:2111.04475},\\n                        AUTHOR+an = {1=lead},\\n    author = {Samizadeh, Mina and Jones-Smith, Jessica C and Sheridan, Bethany and Beheshti, Rahmatollah}\\n}\\n\\n\\n\",\"author_short\":[\"Samizadeh, M.\",\"Jones-Smith, J. 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margin-right: 10px; margin-top: 10px; text-align: right; font-size: 12px\">\n    generated by\n    <a href=\"//bibbase.org\"\n       onclick=\"trackOutboundLink('bibbase', 'logo clicked', window.location.href, '//bibbase.org'); return false;\">\n      <img src=\"//bibbase.org/img/logo.svg\"\n           style=\"vertical-align: middle; margin-left: 3px; height: 16px;\"/\n           alt=\"bibbase.org\"\n           title=\"BibBase – The easiest way to maintain your publications page.\"\n        ></a>\n    \n  </div>\n  \n\n  <div id=\"bibbase_header\" class=\"dontprint\" style=\"\">\n\n    <ul class=\"nav nav-pills\" style=\"margin: 0px;\">\n\n      <li class=\"dropdown\" id=\"groupby_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\">\n          Group by\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li class=\"groupby year\"><a onclick=\"groupby('year')\">\n            Year</a>\n        </li>\n        <li class=\"groupby author\"><a onclick=\"groupby('author_short')\">\n            Author</a>\n        </li>\n        <li class=\"groupby type\"><a onclick=\"groupby('type')\">\n            Type</a>\n        </li>\n        <li class=\"groupby keyword\"><a onclick=\"groupby('keyword')\">\n            Keyword</a>\n        </li>\n        <li class=\"groupby downloads\"><a onclick=\"groupby('downloads')\">\n            Downloads</a>\n        </li>\n      </ul>\n      </li>\n\n\n      <li class=\"dropdown\" id=\"menu_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\" alt=\"controls\">\n          <i class=\"fa fa-reorder\" alt=\"controls\"></i>\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li>\n          <a onclick=\"toggleAll()\">\n            <i class=\"fa fa-chevron-down fa-fw\"></i> Expand/Collapse All\n          </a>\n        </li>\n        <li>\n          <a download=\"LabRefs7.bib\" href=\"data:text/bibtex;base64,@article{Gupta2022ObesityElements,
    title = {{Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements}},
    year = {2022},
    journal = {ACM Trans. Comput. Healthcare},
    author = {Gupta, Mehak and Phan, Thao-Ly T and Bunnell, H Timothy and Beheshti, Rahmatollah},
                    AUTHOR+an = {1=student;4=lead},
    number = {3},
    pages = {Article 32},
    volume = {3},
    url = {https://doi.org/10.1145/3506719},
    doi = {10.1145/3506719},
    issn = {2691-1957},
    keywords = {electronic health records, long short-term memory, deep learning, Childhood obesity, temporal data, transfer learning}
}



@article{Ramazi2022PredictingMethod,
    title = {{Predicting Acute Events using the Movement Patterns of Older Adults: An Unsupervised Clustering Method}},
    year = {2022},
    journal = {Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022},
    author = {Ramazi, Ramin and Bowen, Mary Elizabeth and Beheshti, Rahmatollah},
                    AUTHOR+an = {1=student;3=lead},
    number = {22},
    month = {8},
    volume = {1},
    publisher = {Association for Computing Machinery, Inc},
    url = {https://doi.org/10.1145/3535508.3545561},
    isbn = {9781450393867},
    doi = {10.1145/3535508.3545561},
    addendum = {Competitive}
}




@InProceedings{pmlr-v193-fayyaz22a,
  title = 	 {Predicting attrition patterns from pediatric weight management programs},
  author =       {Fayyaz, Hamed and Phan, Thao-Ly T. and Bunnell, H. Timothy and Beheshti, Rahmatollah},
  booktitle = 	 {Proceedings of the 2nd Machine Learning for Health symposium},
  pages = 	 {326--342},
  year = 	 {2022},
  editor = 	 {Parziale, Antonio and Agrawal, Monica and Joshi, Shalmali and Chen, Irene Y. and Tang, Shengpu and Oala, Luis and Subbaswamy, Adarsh},
  volume = 	 {193},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {28 Nov},
  publisher =    {PMLR},
  pdf = 	 {https://proceedings.mlr.press/v193/fayyaz22a/fayyaz22a.pdf},
  url = 	 {https://proceedings.mlr.press/v193/fayyaz22a.html}
}



@article{Guo2021PredictingModels,
    title = {{Predicting cardiovascular health trajectories in time-series electronic health records with LSTM models}},
    year = {2021},
    journal = {BMC Medical Informatics and Decision Making},
    author = {Guo, Aixia and Beheshti, Rahmatollah and Khan, Yosef M and Langabeer, James R and Foraker, Randi E},
                        AUTHOR+an = {2=lead},
    number = {1},
    pages = {1--10},
    volume = {21},
    publisher = {BioMed Central}
}





@article{Ramazi2021PredictingMeasurements,
    title = {{Predicting progression patterns of type 2 diabetes using multi-sensor measurements}},
    year = {2021},
    journal = {Smart Health},
    author = {Ramazi, Ramin and Perndorfer, Christine and Soriano, Emily C and Laurenceau, Jean-Philippe and Beheshti, Rahmatollah},
                    AUTHOR+an = {1=student;5=lead},
    pages = {100206},
    volume = {21},
    doi = {https://doi.org/10.1016/j.smhl.2021.100206},
    issn = {2352-6483},
    keywords = {Continuous glucose monitoring, Deep learning, Multi-modal data, Predictive modeling, Type 2 diabetes}
}




@inproceedings{Poulain2021Transformer-basedDisease,
    title = {{Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease}},
    year = {2021},
    booktitle = {2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
    author = {Poulain, Raphael and Gupta, Mehak and Foraker, Randi and Beheshti, Rahmatollah},
                    AUTHOR+an = {1=student;2=student;4=lead},
    pages = {726--731},
    doi = {10.1109/BIBM52615.2021.9669441},
    addendum = {Competitive}
}





@ARTICLE{dip2023,
  author={Mottalib, Md Mozaharul and Jones-Smith, Jessica C and Sheridan, Bethany and Beheshti, Rahmatollah},
  journal={IEEE Journal of Biomedical and Health Informatics}, 
  title={Subtyping patients with chronic disease using longitudinal BMI patterns}, 
  year={2023},
              AUTHOR+an = {1=student;4=lead},
  volume={},
  number={},
  pages={1-12},
  doi={10.1109/JBHI.2023.3237753}}

  


@InProceedings{pmlr-v193-gupta22a,
  title = 	 {An Extensive Data Processing Pipeline for MIMIC-IV},
  author =       {Gupta, Mehak and Gallamoza, Brennan and Cutrona, Nicolas and Dhakal, Pranjal and Poulain, Raphael and Beheshti, Rahmatollah},
  booktitle = 	 {Proceedings of the 2nd Machine Learning for Health symposium},
  pages = 	 {311--325},
  year = 	 {2022},
  editor = 	 {Parziale, Antonio and Agrawal, Monica and Joshi, Shalmali and Chen, Irene Y. and Tang, Shengpu and Oala, Luis and Subbaswamy, Adarsh},
  volume = 	 {193},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {28 Nov},
  publisher =    {PMLR},
  pdf = 	 {https://proceedings.mlr.press/v193/gupta22a/gupta22a.pdf},
  url = 	 {https://proceedings.mlr.press/v193/gupta22a.html}
}



@inproceedings{Gupta2021ConcurrentGANs,
    title = {{Concurrent imputation and prediction on EHR data using bi-directional GANs}},
    year = {2021},
    booktitle = {Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics},
    author = {Gupta, Mehak and Phan, Thao-Ly T and Bunnell, H Timothy and Beheshti, Rahmatollah},
        AUTHOR+an = {1=student;4=lead},
    pages = {Article 7},
    publisher = {Association for Computing Machinery},
    url = {https://doi.org/10.1145/3459930.3469512},
    address = {Gainesville, Florida},
    doi = {10.1145/3459930.3469512},
    keywords = {electronic health record, adversarial training, recurrent neural network},
    addendum = {Competitive}
}



@article{Ramazi2022DevelopingLearning,
    title = {{Developing Acute Event Risk Profiles for Older Adults With Dementia in Long-Term Care Using Motor Behavior Clusters Derived From Deep Learning}},
    year = {2022},
    journal = {Journal of the American Medical Directors Association},
    author = {Ramazi, Ramin and Bowen, Mary Elizabeth and Flynn, Aidan J and Beheshti, Rahmatollah},
            AUTHOR+an = {1=student;4=lead},
    doi = {https://doi.org/10.1016/j.jamda.2022.04.009},
    issn = {1525-8610},
    keywords = {Falls, clustering, delirium, dementia, real-time locating system, urinary tract infections}
}




@inproceedings{Poulain2022Few-ShotRecords,
    title = {{Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records}},
    year = {2022},
    booktitle = {Proceedings of the Machine Learning for Healthcare (MLHC-2022)},
    author = {Poulain, Raphael and Gupta, Mehak and Beheshti, Rahmatollah},
            AUTHOR+an = {1=student;2=student;4=lead},
    addendum = {Highly competitive}
}



@inproceedings{Gupta2022Flexible-windowRecords,
    title = {{Flexible-window Predictions on Electronic Health Records}},
    year = {2022},
    booktitle = {Proceedings of the Thirty-Fourth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-22)},
    author = {Gupta, Mehak and Phan, Thao-Ly T and Bunnell, H Timothy and Beheshti, Rahmatollah},
                AUTHOR+an = {1=student;4=lead},
    publisher = {AAAI},
    addendum = {Highly competitive}
}




@article{Samizadeh2021IdentifyingMethod,
    title = {{Identifying the Leading Factors of Significant Weight Gains Using a New Rule Discovery Method}},
    year = {2021},
    journal = {arXiv preprint arXiv:2111.04475},
                        AUTHOR+an = {1=lead},
    author = {Samizadeh, Mina and Jones-Smith, Jessica C and Sheridan, Bethany and Beheshti, Rahmatollah}
}




@inproceedings{Ramazi2019Multi-ModalProgression,
    title = {{Multi-Modal Predictive Models of Diabetes Progression}},
    year = {2019},
    booktitle = {Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics},
    author = {Ramazi, Ramin and Perndorfer, Christine and Soriano, Emily and Laurenceau, Jean-Philippe and Beheshti, Rahmatollah},
                    AUTHOR+an = {1=student;5=lead},
    pages = {253--258},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    isbn = {9781450366663},
    doi = {10.1145/3307339.3342177},
    addendum = {Competitive}
}\">\n            <i class=\"fa fa-download fa-fw\"></i> Download BibTeX\n          </a>\n        </li>\n        <li>\n          <a href=\"//bibbase.org/rss?bib=https://sites.udel.edu/healthylaife/files/2023/02/LabRefs7.bib\">\n            <i class=\"fa fa-rss fa-fw\"></i> RSS Feed\n          </a>\n          </li>\n      </ul>\n      </li>\n\n      \n\n\n      \n    </ul>\n\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_embed\"\n         style=\"display: none;\">\n\n      Excellent! 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To use this list on your own web site\n      or create a new web site from it,\n      <a href=\"/network/register?next=/network/newAccountWithFile%3FfileId=\"\n      >create a free account</a>. The file will be added\n      and you will be able to edit it in the File Manager.\n      We will show you instructions once you've created your account.\n    </div>\n\n    <div class=\"alert alert-warning bibbase_msg\" id=\"bibbase_msg_mendeley1\"\n         style=\"display: none;\">\n\n      <p>To the site owner:</p>\n\n      <p><strong>Action required!</strong> Mendeley is changing its\n        API. In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"mottalib-jonessmith-sheridan-beheshti-subtypingpatientswithchronicdiseaseusinglongitudinalbmipatterns-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Subtyping patients with chronic disease using longitudinal BMI patterns.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Mottalib, M. M.; Jones-Smith, J. C; Sheridan, B.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Journal of Biomedical and Health Informatics</i>,1-12.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/JBHI.2023.3237753\"\n     onclick=\"log_download('mottalib-jonessmith-sheridan-beheshti-subtypingpatientswithchronicdiseaseusinglongitudinalbmipatterns-2023', 'http://doi.org/10.1109/JBHI.2023.3237753', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mottalib-jonessmith-sheridan-beheshti-subtypingpatientswithchronicdiseaseusinglongitudinalbmipatterns-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mottalib-jonessmith-sheridan-beheshti-subtypingpatientswithchronicdiseaseusinglongitudinalbmipatterns-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@ARTICLE{dip2023,\n  author={Mottalib, Md Mozaharul and Jones-Smith, Jessica C and Sheridan, Bethany and Beheshti, Rahmatollah},\n  journal={IEEE Journal of Biomedical and Health Informatics}, \n  title={Subtyping patients with chronic disease using longitudinal BMI patterns}, \n  year={2023},\n              AUTHOR+an = {1=student;4=lead},\n  volume={},\n  number={},\n  pages={1-12},\n  doi={10.1109/JBHI.2023.3237753}}\n\n  \n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</span>\n      <span class=\"bibbase_group_count\">\n        \n        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"gupta-phan-bunnell-beheshti-obesitypredictionwithehrdataadeeplearningapproachwithinterpretableelements-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3506719\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gupta-phan-bunnell-beheshti-obesitypredictionwithehrdataadeeplearningapproachwithinterpretableelements-2022', 'https://doi.org/10.1145/3506719', event);\">\n    Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gupta, M.; Phan, T. T; Bunnell, H T.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  <i>ACM Trans. Comput. Healthcare</i>, 3(3): Article 32.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3506719\"\n     onclick=\"log_download('gupta-phan-bunnell-beheshti-obesitypredictionwithehrdataadeeplearningapproachwithinterpretableelements-2022', 'https://doi.org/10.1145/3506719', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3506719\"\n     onclick=\"log_download('gupta-phan-bunnell-beheshti-obesitypredictionwithehrdataadeeplearningapproachwithinterpretableelements-2022', 'http://doi.org/10.1145/3506719', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gupta-phan-bunnell-beheshti-obesitypredictionwithehrdataadeeplearningapproachwithinterpretableelements-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gupta-phan-bunnell-beheshti-obesitypredictionwithehrdataadeeplearningapproachwithinterpretableelements-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Gupta2022ObesityElements,\n    title = {{Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements}},\n    year = {2022},\n    journal = {ACM Trans. Comput. Healthcare},\n    author = {Gupta, Mehak and Phan, Thao-Ly T and Bunnell, H Timothy and Beheshti, Rahmatollah},\n                    AUTHOR+an = {1=student;4=lead},\n    number = {3},\n    pages = {Article 32},\n    volume = {3},\n    url = {https://doi.org/10.1145/3506719},\n    doi = {10.1145/3506719},\n    issn = {2691-1957},\n    keywords = {electronic health records, long short-term memory, deep learning, Childhood obesity, temporal data, transfer learning}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ramazi-bowen-beheshti-predictingacuteeventsusingthemovementpatternsofolderadultsanunsupervisedclusteringmethod-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3535508.3545561\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ramazi-bowen-beheshti-predictingacuteeventsusingthemovementpatternsofolderadultsanunsupervisedclusteringmethod-2022', 'https://doi.org/10.1145/3535508.3545561', event);\">\n    Predicting Acute Events using the Movement Patterns of Older Adults: An Unsupervised Clustering Method.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ramazi, R.; Bowen, M. E.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022</i>, 1(22). 8 2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3535508.3545561\"\n     onclick=\"log_download('ramazi-bowen-beheshti-predictingacuteeventsusingthemovementpatternsofolderadultsanunsupervisedclusteringmethod-2022', 'https://doi.org/10.1145/3535508.3545561', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Predicting Acute Events using the Movement Patterns of Older Adults: An Unsupervised Clustering Method [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3535508.3545561\"\n     onclick=\"log_download('ramazi-bowen-beheshti-predictingacuteeventsusingthemovementpatternsofolderadultsanunsupervisedclusteringmethod-2022', 'http://doi.org/10.1145/3535508.3545561', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ramazi-bowen-beheshti-predictingacuteeventsusingthemovementpatternsofolderadultsanunsupervisedclusteringmethod-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ramazi-bowen-beheshti-predictingacuteeventsusingthemovementpatternsofolderadultsanunsupervisedclusteringmethod-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Ramazi2022PredictingMethod,\n    title = {{Predicting Acute Events using the Movement Patterns of Older Adults: An Unsupervised Clustering Method}},\n    year = {2022},\n    journal = {Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022},\n    author = {Ramazi, Ramin and Bowen, Mary Elizabeth and Beheshti, Rahmatollah},\n                    AUTHOR+an = {1=student;3=lead},\n    number = {22},\n    month = {8},\n    volume = {1},\n    publisher = {Association for Computing Machinery, Inc},\n    url = {https://doi.org/10.1145/3535508.3545561},\n    isbn = {9781450393867},\n    doi = {10.1145/3535508.3545561},\n    addendum = {Competitive}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"fayyaz-phan-bunnell-beheshti-predictingattritionpatternsfrompediatricweightmanagementprograms-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://proceedings.mlr.press/v193/fayyaz22a.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'fayyaz-phan-bunnell-beheshti-predictingattritionpatternsfrompediatricweightmanagementprograms-2022', 'https://proceedings.mlr.press/v193/fayyaz22a.html', event);\">\n    Predicting attrition patterns from pediatric weight management programs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Fayyaz, H.; Phan, T. T.; Bunnell, H. T.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  In Parziale, A.; Agrawal, M.; Joshi, S.; Chen, I. Y.; Tang, S.; Oala, L.;  and Subbaswamy, A., editor(s), <i>Proceedings of the 2nd Machine Learning for Health symposium</i>, volume 193, of <i>Proceedings of Machine Learning Research</i>, pages 326–342, 28 Nov 2022. PMLR\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://proceedings.mlr.press/v193/fayyaz22a.html\"\n     onclick=\"log_download('fayyaz-phan-bunnell-beheshti-predictingattritionpatternsfrompediatricweightmanagementprograms-2022', 'https://proceedings.mlr.press/v193/fayyaz22a.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Predicting attrition patterns from pediatric weight management programs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/fayyaz-phan-bunnell-beheshti-predictingattritionpatternsfrompediatricweightmanagementprograms-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('fayyaz-phan-bunnell-beheshti-predictingattritionpatternsfrompediatricweightmanagementprograms-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{pmlr-v193-fayyaz22a,\n  title = \t {Predicting attrition patterns from pediatric weight management programs},\n  author =       {Fayyaz, Hamed and Phan, Thao-Ly T. and Bunnell, H. Timothy and Beheshti, Rahmatollah},\n  booktitle = \t {Proceedings of the 2nd Machine Learning for Health symposium},\n  pages = \t {326--342},\n  year = \t {2022},\n  editor = \t {Parziale, Antonio and Agrawal, Monica and Joshi, Shalmali and Chen, Irene Y. and Tang, Shengpu and Oala, Luis and Subbaswamy, Adarsh},\n  volume = \t {193},\n  series = \t {Proceedings of Machine Learning Research},\n  month = \t {28 Nov},\n  publisher =    {PMLR},\n  pdf = \t {https://proceedings.mlr.press/v193/fayyaz22a/fayyaz22a.pdf},\n  url = \t {https://proceedings.mlr.press/v193/fayyaz22a.html}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gupta-gallamoza-cutrona-dhakal-poulain-beheshti-anextensivedataprocessingpipelineformimiciv-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://proceedings.mlr.press/v193/gupta22a.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gupta-gallamoza-cutrona-dhakal-poulain-beheshti-anextensivedataprocessingpipelineformimiciv-2022', 'https://proceedings.mlr.press/v193/gupta22a.html', event);\">\n    An Extensive Data Processing Pipeline for MIMIC-IV.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gupta, M.; Gallamoza, B.; Cutrona, N.; Dhakal, P.; Poulain, R.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  In Parziale, A.; Agrawal, M.; Joshi, S.; Chen, I. Y.; Tang, S.; Oala, L.;  and Subbaswamy, A., editor(s), <i>Proceedings of the 2nd Machine Learning for Health symposium</i>, volume 193, of <i>Proceedings of Machine Learning Research</i>, pages 311–325, 28 Nov 2022. PMLR\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://proceedings.mlr.press/v193/gupta22a.html\"\n     onclick=\"log_download('gupta-gallamoza-cutrona-dhakal-poulain-beheshti-anextensivedataprocessingpipelineformimiciv-2022', 'https://proceedings.mlr.press/v193/gupta22a.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"An Extensive Data Processing Pipeline for MIMIC-IV [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gupta-gallamoza-cutrona-dhakal-poulain-beheshti-anextensivedataprocessingpipelineformimiciv-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gupta-gallamoza-cutrona-dhakal-poulain-beheshti-anextensivedataprocessingpipelineformimiciv-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{pmlr-v193-gupta22a,\n  title = \t {An Extensive Data Processing Pipeline for MIMIC-IV},\n  author =       {Gupta, Mehak and Gallamoza, Brennan and Cutrona, Nicolas and Dhakal, Pranjal and Poulain, Raphael and Beheshti, Rahmatollah},\n  booktitle = \t {Proceedings of the 2nd Machine Learning for Health symposium},\n  pages = \t {311--325},\n  year = \t {2022},\n  editor = \t {Parziale, Antonio and Agrawal, Monica and Joshi, Shalmali and Chen, Irene Y. and Tang, Shengpu and Oala, Luis and Subbaswamy, Adarsh},\n  volume = \t {193},\n  series = \t {Proceedings of Machine Learning Research},\n  month = \t {28 Nov},\n  publisher =    {PMLR},\n  pdf = \t {https://proceedings.mlr.press/v193/gupta22a/gupta22a.pdf},\n  url = \t {https://proceedings.mlr.press/v193/gupta22a.html}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ramazi-bowen-flynn-beheshti-developingacuteeventriskprofilesforolderadultswithdementiainlongtermcareusingmotorbehaviorclustersderivedfromdeeplearning-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Developing Acute Event Risk Profiles for Older Adults With Dementia in Long-Term Care Using Motor Behavior Clusters Derived From Deep Learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ramazi, R.; Bowen, M. E.; Flynn, A. J;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Journal of the American Medical Directors Association</i>.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1016/j.jamda.2022.04.009\"\n     onclick=\"log_download('ramazi-bowen-flynn-beheshti-developingacuteeventriskprofilesforolderadultswithdementiainlongtermcareusingmotorbehaviorclustersderivedfromdeeplearning-2022', 'http://doi.org/https://doi.org/10.1016/j.jamda.2022.04.009', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ramazi-bowen-flynn-beheshti-developingacuteeventriskprofilesforolderadultswithdementiainlongtermcareusingmotorbehaviorclustersderivedfromdeeplearning-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ramazi-bowen-flynn-beheshti-developingacuteeventriskprofilesforolderadultswithdementiainlongtermcareusingmotorbehaviorclustersderivedfromdeeplearning-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Ramazi2022DevelopingLearning,\n    title = {{Developing Acute Event Risk Profiles for Older Adults With Dementia in Long-Term Care Using Motor Behavior Clusters Derived From Deep Learning}},\n    year = {2022},\n    journal = {Journal of the American Medical Directors Association},\n    author = {Ramazi, Ramin and Bowen, Mary Elizabeth and Flynn, Aidan J and Beheshti, Rahmatollah},\n            AUTHOR+an = {1=student;4=lead},\n    doi = {https://doi.org/10.1016/j.jamda.2022.04.009},\n    issn = {1525-8610},\n    keywords = {Falls, clustering, delirium, dementia, real-time locating system, urinary tract infections}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"poulain-gupta-beheshti-fewshotlearningwithsemisupervisedtransformersforelectronichealthrecords-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Poulain, R.; Gupta, M.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Machine Learning for Healthcare (MLHC-2022)</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/poulain-gupta-beheshti-fewshotlearningwithsemisupervisedtransformersforelectronichealthrecords-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('poulain-gupta-beheshti-fewshotlearningwithsemisupervisedtransformersforelectronichealthrecords-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{Poulain2022Few-ShotRecords,\n    title = {{Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records}},\n    year = {2022},\n    booktitle = {Proceedings of the Machine Learning for Healthcare (MLHC-2022)},\n    author = {Poulain, Raphael and Gupta, Mehak and Beheshti, Rahmatollah},\n            AUTHOR+an = {1=student;2=student;4=lead},\n    addendum = {Highly competitive}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gupta-phan-bunnell-beheshti-flexiblewindowpredictionsonelectronichealthrecords-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Flexible-window Predictions on Electronic Health Records.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gupta, M.; Phan, T. T; Bunnell, H T.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Thirty-Fourth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-22)</i>,  2022. AAAI\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gupta-phan-bunnell-beheshti-flexiblewindowpredictionsonelectronichealthrecords-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gupta-phan-bunnell-beheshti-flexiblewindowpredictionsonelectronichealthrecords-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{Gupta2022Flexible-windowRecords,\n    title = {{Flexible-window Predictions on Electronic Health Records}},\n    year = {2022},\n    booktitle = {Proceedings of the Thirty-Fourth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-22)},\n    author = {Gupta, Mehak and Phan, Thao-Ly T and Bunnell, H Timothy and Beheshti, Rahmatollah},\n                AUTHOR+an = {1=student;4=lead},\n    publisher = {AAAI},\n    addendum = {Highly competitive}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"guo-beheshti-khan-langabeer-foraker-predictingcardiovascularhealthtrajectoriesintimeserieselectronichealthrecordswithlstmmodels-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Predicting cardiovascular health trajectories in time-series electronic health records with LSTM models.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Guo, A.; <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>; Khan, Y. M; Langabeer, J. R;  and Foraker, R. E\n</span>\n\n  \n\n</span>\n\n  <i>BMC Medical Informatics and Decision Making</i>, 21(1): 1–10.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/guo-beheshti-khan-langabeer-foraker-predictingcardiovascularhealthtrajectoriesintimeserieselectronichealthrecordswithlstmmodels-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('guo-beheshti-khan-langabeer-foraker-predictingcardiovascularhealthtrajectoriesintimeserieselectronichealthrecordswithlstmmodels-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Guo2021PredictingModels,\n    title = {{Predicting cardiovascular health trajectories in time-series electronic health records with LSTM models}},\n    year = {2021},\n    journal = {BMC Medical Informatics and Decision Making},\n    author = {Guo, Aixia and Beheshti, Rahmatollah and Khan, Yosef M and Langabeer, James R and Foraker, Randi E},\n                        AUTHOR+an = {2=lead},\n    number = {1},\n    pages = {1--10},\n    volume = {21},\n    publisher = {BioMed Central}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ramazi-perndorfer-soriano-laurenceau-beheshti-predictingprogressionpatternsoftype2diabetesusingmultisensormeasurements-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Predicting progression patterns of type 2 diabetes using multi-sensor measurements.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ramazi, R.; Perndorfer, C.; Soriano, E. C; Laurenceau, J.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Smart Health</i>, 21: 100206.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1016/j.smhl.2021.100206\"\n     onclick=\"log_download('ramazi-perndorfer-soriano-laurenceau-beheshti-predictingprogressionpatternsoftype2diabetesusingmultisensormeasurements-2021', 'http://doi.org/https://doi.org/10.1016/j.smhl.2021.100206', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ramazi-perndorfer-soriano-laurenceau-beheshti-predictingprogressionpatternsoftype2diabetesusingmultisensormeasurements-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ramazi-perndorfer-soriano-laurenceau-beheshti-predictingprogressionpatternsoftype2diabetesusingmultisensormeasurements-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Ramazi2021PredictingMeasurements,\n    title = {{Predicting progression patterns of type 2 diabetes using multi-sensor measurements}},\n    year = {2021},\n    journal = {Smart Health},\n    author = {Ramazi, Ramin and Perndorfer, Christine and Soriano, Emily C and Laurenceau, Jean-Philippe and Beheshti, Rahmatollah},\n                    AUTHOR+an = {1=student;5=lead},\n    pages = {100206},\n    volume = {21},\n    doi = {https://doi.org/10.1016/j.smhl.2021.100206},\n    issn = {2352-6483},\n    keywords = {Continuous glucose monitoring, Deep learning, Multi-modal data, Predictive modeling, Type 2 diabetes}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"poulain-gupta-foraker-beheshti-transformerbasedmultitargetregressiononelectronichealthrecordsforprimordialpreventionofcardiovasculardisease-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Poulain, R.; Gupta, M.; Foraker, R.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)</i>, pages 726–731,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/BIBM52615.2021.9669441\"\n     onclick=\"log_download('poulain-gupta-foraker-beheshti-transformerbasedmultitargetregressiononelectronichealthrecordsforprimordialpreventionofcardiovasculardisease-2021', 'http://doi.org/10.1109/BIBM52615.2021.9669441', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/poulain-gupta-foraker-beheshti-transformerbasedmultitargetregressiononelectronichealthrecordsforprimordialpreventionofcardiovasculardisease-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('poulain-gupta-foraker-beheshti-transformerbasedmultitargetregressiononelectronichealthrecordsforprimordialpreventionofcardiovasculardisease-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{Poulain2021Transformer-basedDisease,\n    title = {{Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease}},\n    year = {2021},\n    booktitle = {2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},\n    author = {Poulain, Raphael and Gupta, Mehak and Foraker, Randi and Beheshti, Rahmatollah},\n                    AUTHOR+an = {1=student;2=student;4=lead},\n    pages = {726--731},\n    doi = {10.1109/BIBM52615.2021.9669441},\n    addendum = {Competitive}\n}\n\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gupta-phan-bunnell-beheshti-concurrentimputationandpredictiononehrdatausingbidirectionalgans-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3459930.3469512\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gupta-phan-bunnell-beheshti-concurrentimputationandpredictiononehrdatausingbidirectionalgans-2021', 'https://doi.org/10.1145/3459930.3469512', event);\">\n    Concurrent imputation and prediction on EHR data using bi-directional GANs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gupta, M.; Phan, T. T; Bunnell, H T.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics</i>, pages Article 7, Gainesville, Florida,  2021. Association for Computing Machinery\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3459930.3469512\"\n     onclick=\"log_download('gupta-phan-bunnell-beheshti-concurrentimputationandpredictiononehrdatausingbidirectionalgans-2021', 'https://doi.org/10.1145/3459930.3469512', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Concurrent imputation and prediction on EHR data using bi-directional GANs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3459930.3469512\"\n     onclick=\"log_download('gupta-phan-bunnell-beheshti-concurrentimputationandpredictiononehrdatausingbidirectionalgans-2021', 'http://doi.org/10.1145/3459930.3469512', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gupta-phan-bunnell-beheshti-concurrentimputationandpredictiononehrdatausingbidirectionalgans-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gupta-phan-bunnell-beheshti-concurrentimputationandpredictiononehrdatausingbidirectionalgans-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{Gupta2021ConcurrentGANs,\n    title = {{Concurrent imputation and prediction on EHR data using bi-directional GANs}},\n    year = {2021},\n    booktitle = {Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics},\n    author = {Gupta, Mehak and Phan, Thao-Ly T and Bunnell, H Timothy and Beheshti, Rahmatollah},\n        AUTHOR+an = {1=student;4=lead},\n    pages = {Article 7},\n    publisher = {Association for Computing Machinery},\n    url = {https://doi.org/10.1145/3459930.3469512},\n    address = {Gainesville, Florida},\n    doi = {10.1145/3459930.3469512},\n    keywords = {electronic health record, adversarial training, recurrent neural network},\n    addendum = {Competitive}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"samizadeh-jonessmith-sheridan-beheshti-identifyingtheleadingfactorsofsignificantweightgainsusinganewrulediscoverymethod-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Identifying the Leading Factors of Significant Weight Gains Using a New Rule Discovery Method.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Samizadeh, M.; Jones-Smith, J. C; Sheridan, B.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  <i>arXiv preprint arXiv:2111.04475</i>.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/samizadeh-jonessmith-sheridan-beheshti-identifyingtheleadingfactorsofsignificantweightgainsusinganewrulediscoverymethod-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('samizadeh-jonessmith-sheridan-beheshti-identifyingtheleadingfactorsofsignificantweightgainsusinganewrulediscoverymethod-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Samizadeh2021IdentifyingMethod,\n    title = {{Identifying the Leading Factors of Significant Weight Gains Using a New Rule Discovery Method}},\n    year = {2021},\n    journal = {arXiv preprint arXiv:2111.04475},\n                        AUTHOR+an = {1=lead},\n    author = {Samizadeh, Mina and Jones-Smith, Jessica C and Sheridan, Bethany and Beheshti, Rahmatollah}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"ramazi-perndorfer-soriano-laurenceau-beheshti-multimodalpredictivemodelsofdiabetesprogression-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Multi-Modal Predictive Models of Diabetes Progression.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ramazi, R.; Perndorfer, C.; Soriano, E.; Laurenceau, J.;  and <a class=\"bibbase author link\" href=\"https://bibbase.org/show?bib=https://sites.udel.edu/rbi/files/2024/10/references24.bib\">Beheshti, R.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics</i>, pages 253–258, New York, NY, USA,  2019. Association for Computing Machinery\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3307339.3342177\"\n     onclick=\"log_download('ramazi-perndorfer-soriano-laurenceau-beheshti-multimodalpredictivemodelsofdiabetesprogression-2019', 'http://doi.org/10.1145/3307339.3342177', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ramazi-perndorfer-soriano-laurenceau-beheshti-multimodalpredictivemodelsofdiabetesprogression-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ramazi-perndorfer-soriano-laurenceau-beheshti-multimodalpredictivemodelsofdiabetesprogression-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{Ramazi2019Multi-ModalProgression,\n    title = {{Multi-Modal Predictive Models of Diabetes Progression}},\n    year = {2019},\n    booktitle = {Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics},\n    author = {Ramazi, Ramin and Perndorfer, Christine and Soriano, Emily and Laurenceau, Jean-Philippe and Beheshti, Rahmatollah},\n                    AUTHOR+an = {1=student;5=lead},\n    pages = {253--258},\n    publisher = {Association for Computing Machinery},\n    address = {New York, NY, USA},\n    isbn = {9781450366663},\n    doi = {10.1145/3307339.3342177},\n    addendum = {Competitive}\n}</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);