Simulating complex patient populations with hierarchical learning effects to support methods development for post-market surveillance
Davis, Sharon E, Ssemaganda, Henry, Koola, Jejo D, Mao, Jialin, Westerman, Dax, Speroff, Theodore, Govindarajulu, Usha S, Ramsay, Craig R, Sedrakyan, Art, Ohno-Machado, Lucila, Resnic, Frederic S, Matheny, Michael E
Published in BMC medical research methodology (11.04.2023)
Published in BMC medical research methodology (11.04.2023)
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Journal Article
Open questions and research gaps for monitoring and updating AI-enabled tools in clinical settings
Davis, Sharon E, Walsh, Colin G, Matheny, Michael E
Published in Frontiers in digital health (02.09.2022)
Published in Frontiers in digital health (02.09.2022)
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Journal Article
A nonparametric updating method to correct clinical prediction model drift
Davis, Sharon E, Greevy, Robert A, Fonnesbeck, Christopher, Lasko, Thomas A, Walsh, Colin G, Matheny, Michael E
Published in Journal of the American Medical Informatics Association : JAMIA (01.12.2019)
Published in Journal of the American Medical Informatics Association : JAMIA (01.12.2019)
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Journal Article
Use of Electronic Health Record Data for Drug Safety Signal Identification: A Scoping Review
Davis, Sharon E., Zabotka, Luke, Desai, Rishi J., Wang, Shirley V., Maro, Judith C., Coughlin, Kevin, Hernández-Muñoz, José J., Stojanovic, Danijela, Shah, Nigam H., Smith, Joshua C.
Published in Drug safety (01.08.2023)
Published in Drug safety (01.08.2023)
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Journal Article
Rapid growth in surgeons’ use of secure messaging in a patient portal
Shenson, Jared A., Cronin, Robert M., Davis, Sharon E., Chen, Qingxia, Jackson, Gretchen Purcell
Published in Surgical endoscopy (01.04.2016)
Published in Surgical endoscopy (01.04.2016)
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Journal Article
Maintaining a National Acute Kidney Injury Risk Prediction Model to Support Local Quality Benchmarking
Davis, Sharon E, Brown, Jeremiah R, Dorn, Chad, Westerman, Dax, Solomon, Richard J, Matheny, Michael E
Published in Circulation Cardiovascular quality and outcomes (01.08.2022)
Published in Circulation Cardiovascular quality and outcomes (01.08.2022)
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Journal Article
Development of an automated phenotyping algorithm for hepatorenal syndrome
Koola, Jejo D., Davis, Sharon E., Al-Nimri, Omar, Parr, Sharidan K., Fabbri, Daniel, Malin, Bradley A., Ho, Samuel B., Matheny, Michael E.
Published in Journal of biomedical informatics (01.04.2018)
Published in Journal of biomedical informatics (01.04.2018)
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Journal Article
Integrating Clinical and Air Quality Data to Improve Prediction of COPD Exacerbations
Ratcliff, Grace E, Matheny, Michael E, Brown, Jeremiah R, Sullivan, Iben, Richmond, Bradley W, Paulin, Laura M, Conger, Adrienne K, Davis, Sharon E
Published in AMIA ... Annual Symposium proceedings (2023)
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Published in AMIA ... Annual Symposium proceedings (2023)
Journal Article
Enhancing Postmarketing Surveillance of Medical Products With Large Language Models
Matheny, Michael E, Yang, Jie, Smith, Joshua C, Walsh, Colin G, Al-Garadi, Mohammed A, Davis, Sharon E, Marsolo, Keith A, Fabbri, Daniel, Reeves, Ruth R, Johnson, Kevin B, Dal Pan, Gerald J, Ball, Robert, Desai, Rishi J
Published in JAMA network open (01.08.2024)
Published in JAMA network open (01.08.2024)
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Journal Article