Automated Identification of Postoperative Complications Within an Electronic Medical Record Using Natural Language Processing von Murff, Harvey J, FitzHenry, Fern, Matheny, Michael E, Gentry, Nancy, Kotter, Kristen L, Crimin, Kimberly, Dittus, Robert S, Rosen, Amy K, Elkin, Peter L, Brown, Steven H, Speroff, Theodore

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Combating Ebola with Repurposed Therapeutics Using the CANDO Platform von Chopra, Gaurav, Kaushik, Sashank, Elkin, Peter L, Samudrala, Ram

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How the COVID-19 Pandemic Impacted Medical Education during the Last Year of Medical School: A Class Survey von Franklin, Gillian, Martin, Clare, Ruszaj, Marc, Matin, Maliyat, Kataria, Akaash, Hu, Jinwei, Brickman, Arlen, Elkin, Peter L.

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Improving Prediction of Survival for Extremely Premature Infants Born at 23 to 29 Weeks Gestational Age in the Neonatal Intensive Care Unit: Development and Evaluation of Machine L... von Li, Angie, Mullin, Sarah, Elkin, Peter L

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Using Artificial Intelligence With Natural Language Processing to Combine Electronic Health Record's Structured and Free Text Data to Identify Nonvalvular Atrial Fibrillation to De... von Elkin, Peter L., Mullin, Sarah, Mardekian, Jack, Crowner, Christopher, Sakilay, Sylvester, Sinha, Shyamashree, Brady, Gary, Wright, Marcia, Nolen, Kimberly, Trainer, JoAnn, Koppel, Ross, Schlegel, Daniel, Kaushik, Sashank, Zhao, Jane, Song, Buer, Anand, Edwin

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The Sociodemographic Biases in Machine Learning Algorithms: A Biomedical Informatics Perspective von Franklin, Gillian, Stephens, Rachel, Piracha, Muhammad, Tiosano, Shmuel, Lehouillier, Frank, Koppel, Ross, Elkin, Peter L

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Association Between Buprenorphine Dose and the Urine “Norbuprenorphine” to “Creatinine” Ratio: Revised von Furo, Hiroko, Wiegand, Timothy, Rani, Meenakshi, Schwartz, Diane G, Sullivan, Ross W, Elkin, Peter L

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211 A Machine Learning Approach to Reduce Disparities in Compliance with Public Health Interventions von Franklin, Gillian, Elkin, Peter L., Rahman, Syed, Benson, Brian, Brooks, Xiamara, Morse, Gene

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Buprenorphine Dosage and Urine Quantitative Buprenorphine, Norbuprenorphine, and Creatinine Levels in an Office-Based Opioid Treatment Program von Furo, Hiroko, Schwartz, Diane G, Sullivan, Ross W, Elkin, Peter L

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High-risk use of prescription opioids among patients treated for alcohol problems in New York State. A repeated cross-sectional study, 2005–2018 von Kuo, Tzu-Yin, Lu, Chi-Hua, Falls, Zackary, Jette, Gail, Gibson, Walter, Elkin, Peter L., Leonard, Kenneth E., Bednarczyk, Edward M., Jacobs, David M.

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The implications of APOBEC3-mediated C-to-U RNA editing for human disease von Van Norden, Melissa, Falls, Zackary, Mandloi, Sapan, Segal, Brahm H., Baysal, Bora E., Samudrala, Ram, Elkin, Peter L.

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Defining the Subtypes of Long COVID and Risk Factors for Prolonged Disease: Population-Based Case-Crossover Study von Resendez, Skyler, Brown, Steven H, Ruiz Ayala, Hugo Sebastian, Rangan, Prahalad, Nebeker, Jonathan, Montella, Diane, Elkin, Peter L

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Evaluation of the Content Coverage of SNOMED CT: Ability of SNOMED Clinical Terms to Represent Clinical Problem Lists von Elkin, Peter L., Brown, Steven H., Husser, Casey S., Bauer, Brent A., Wahner-Roedler, Dietlind, Rosenbloom, S. Trent, Speroff, Ted

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COVID-19 vaccination and venous thromboembolism risk in older veterans von Elkin, Peter L, Brown, Steven H, Resendez, Skyler, McCray, Wilmon, Resnick, Melissa, Hall, Kendria, Franklin, Gillian, Connors, Jean M, Cushman, Mary

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436 Novel approach for tracking interdisciplinary research productivity using institutional databases von Bengert, Elizabeth, Noyes, Katia, Towle-Miller, Lorin, Boccardo, Joseph, Mercene, Geoffrey, Ohtake, Patricia J., Balkundi, Prasad, Elkin, Peter L., Balthasar, Joseph, Murphy, Timothy F.

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58 Utilizing VA Data to Define Long COVID and Identify Patients at Risk von Elkin, Peter L., Resendez, Skyler, Ruiz, H. Sebastian, McCray, Wilmon, Brown, Steven H., Nebeker, Jonathan, Montella, Diane

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Human Factors Engineering in HI: So What? Who Cares? and What's in It for You? von Elkin, Peter L

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Leukotriene inhibitors with dexamethasone show promise in the prevention of death in COVID-19 patients with low oxygen saturations von Elkin, Peter L, Resendez, Skyler, Mullin, Sarah, Troen, Bruce R, Mammen, Manoj J, Chang, Shirley, Franklin, Gillian, McCray, Wilmon, Brown, Steven H

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Detection of infectious symptoms from VA emergency department and primary care clinical documentation von Matheny, Michael E, FitzHenry, Fern, Speroff, Theodore, Green, Jennifer K, Griffith, Michelle L, Vasilevskis, Eduard E, Fielstein, Elliot M, Elkin, Peter L, Brown, Steven H

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How physicians change: Multisource feedback driven intervention improves physician leadership and teamwork von Hu, Jinwei, Lee, Robert, Mullin, Sarah, Schwaitzberg, Steven, Harmon, Larry, Gregory, Paul, Elkin, Peter L.

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