Effectiveness of an Artificial Intelligence–Enabled Intervention for Detecting Clinical Deterioration von Gallo, Robert J, Shieh, Lisa, Smith, Margaret, Marafino, Ben J, Geldsetzer, Pascal, Asch, Steven M, Shum, Kenny, Lin, Steven, Westphal, Jerri, Hong, Grace, Li, Ron Chen

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Predicting preventable hospital readmissions with causal machine learning von Marafino, Ben J., Schuler, Alejandro, Liu, Vincent X., Escobar, Gabriel J., Baiocchi, Mike

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Developing machine learning models to personalize care levels among emergency room patients for hospital admission von Nguyen, Minh, Corbin, Conor K, Eulalio, Tiffany, Ostberg, Nicolai P, Machiraju, Gautam, Marafino, Ben J, Baiocchi, Michael, Rose, Christian, Chen, Jonathan H

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N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit von Marafino, Ben J, Davies, Jason M, Bardach, Naomi S, Dean, Mitzi L, Dudley, R Adams

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Variation in Quality of Urgent Health Care Provided During Commercial Virtual Visits von Schoenfeld, Adam J, Davies, Jason M, Marafino, Ben J, Dean, Mitzi, DeJong, Colette, Bardach, Naomi S, Kazi, Dhruv S, Boscardin, W. John, Lin, Grace A, Duseja, Reena, Mei, Y. John, Mehrotra, Ateev, Dudley, R. Adams

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Human Immunodeficiency Virus Status, Tenofovir Exposure, and the Risk of Poor Coronavirus Disease 19 Outcomes: Real-World Analysis From 6 United States Cohorts Before Vaccine Rollo... von Lea, Alexandra N, Leyden, Wendy A, Sofrygin, Oleg, Marafino, Ben J, Skarbinski, Jacek, Napravnik, Sonia, Agil, Deana, Augenbraun, Michael, Benning, Lorie, Horberg, Michael A, Jefferson, Celeena, Marconi, Vincent C, Park, Lesley S, Gordon, Kirsha S, Bastarache, Lisa, Gangireddy, Srushti, Althoff, Keri N, Coburn, Sally B, Gebo, Kelly A, Lang, Raynell, Williams, Carolyn, Silverberg, Michael J

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Thirty‐Day Hospital Readmissions in Systemic Lupus Erythematosus: Predictors and Hospital‐ and State‐Level Variation von Yazdany, Jinoos, Marafino, Ben J., Dean, Mitzi L., Bardach, Naomi S., Duseja, Reena, Ward, Michael M., Dudley, R. Adams

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Receipt of Intravenous Iron and Clinical Outcomes among Hemodialysis Patients Hospitalized for Infection von Ishida, Julie H, Marafino, Ben J, McCulloch, Charles E, Dalrymple, Lorien S, Dudley, R Adams, Grimes, Barbara A, Johansen, Kirsten L

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Correction to “Predicting preventable hospital readmissions with causal machine learning” von Marafino, Ben J., Schuler, Alejandro, Liu, Vincent X., Escobar, Gabriel J., Baiocchi, Mike

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Efficient and sparse feature selection for biomedical text classification via the elastic net: Application to ICU risk stratification from nursing notes von Marafino, Ben J., John Boscardin, W., Adams Dudley, R.

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Validation of Prediction Models for Critical Care Outcomes Using Natural Language Processing of Electronic Health Record Data von Marafino, Ben J, Park, Miran, Davies, Jason M, Thombley, Robert, Luft, Harold S, Sing, David C, Kazi, Dhruv S, DeJong, Colette, Boscardin, W John, Dean, Mitzi L, Dudley, R Adams

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Autism Diagnosis Among US Children and Adults, 2011-2022 von Grosvenor, Luke P, Croen, Lisa A, Lynch, Frances L, Marafino, Ben J, Maye, Melissa, Penfold, Robert B, Simon, Gregory E, Ames, Jennifer L

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Assessment of a Real-Time Locator System to Identify Physician and Nurse Work Locations von Li, Ron C, Marafino, Ben J, Nielsen, Derek, Baiocchi, Mike, Shieh, Lisa

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Accurate and interpretable intensive care risk adjustment for fused clinical data with generalized additive models von Marafino, Ben J, Dudley, R Adams, Shah, Nigam H, Chen, Jonathan H

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Protocol for Designing a Model to Predict the Likelihood of Psychosis From Electronic Health Records Using Natural Language Processing and Machine Learning von Stavers-Sosa, Icelini, Cronkite, David J, Gerstley, Lawrence D, Kelley, Ann, Kiel, Linda, Kline-Simon, Andrea H, Marafino, Ben J, Ramaprasan, Arvind, Carrell, David S, Hirschtritt, Matthew E

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Geographic and Patient Characteristics Associated With Election of Prophylactic Mastectomy in Young Breast Cancer Patients With Early Disease von Franc, Benjamin L, Copeland, Timothy P, Thombley, Robert, Park, Miran, Marafino, Ben, Dean, Mitzi, Boscardin, W John, Rugo, Hope S, Dudley, R Adams

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Variation In Quality Of Care Provided During Commercial Virtual Visits In Urgent Care: A Standardized Patient Audit Study von Schoenfeld, Adam J., Davies, Jason M., Marafino, Ben J., Dean, Mitzi, DeJong, Colette, Bardach, Naomi S., Kazi, Dhruv S., Boscardin, W. John, Lin, Grace A., Duseja, Reena, Mei, Y John, Mehrotra, Ateev, Dudley, R. Adams

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Practical approaches to dose selection for first-in-human clinical trials with novel biopharmaceuticals von Tibbitts, Jay, Cavagnaro, Joy A., Haller, Christine A., Marafino, Ben, Andrews, Paul A., Sullivan, John T.

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A Causal Machine Learning Framework for Predicting Preventable Hospital Readmissions von Marafino, Ben J, Schuler, Alejandro, Liu, Vincent X, Escobar, Gabriel J, Baiocchi, Mike

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Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk von Pfohl, Stephen, Marafino, Ben, Coulet, Adrien, Rodriguez, Fatima, Palaniappan, Latha, Shah, Nigam H

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