Development and validation of a model for individualized prediction of hospitalization risk in 4,536 patients with COVID-19 von Jehi, Lara, Ji, Xinge, Milinovich, Alex, Erzurum, Serpil, Merlino, Amy, Gordon, Steve, Young, James B, Kattan, Michael W

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Differences in Biologic Utilization and Surgery Rates in Pediatric and Adult Crohn’s Disease: Results From a Large Electronic Medical Record-derived Cohort von Kurowski, Jacob A, Milinovich, Alex, Ji, Xinge, Bauman, Janine, Sugano, David, Kattan, Michael W, Achkar, Jean-Paul

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Impact of the COVID-19 Pandemic on Healthcare Workers’ Risk of Infection and Outcomes in a Large, Integrated Health System von Misra-Hebert, Anita D., Jehi, Lara, Ji, Xinge, Nowacki, Amy S., Gordon, Steven, Terpeluk, Paul, Chung, Mina K., Mehra, Reena, Dell, Katherine M., Pennell, Nathan, Hamilton, Aaron, Milinovich, Alex, Kattan, Michael W., Young, James B.

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Clinical Inertia in Type 2 Diabetes Management: Evidence From a Large, Real-World Data Set von Pantalone, Kevin M, Misra-Hebert, Anita D, Hobbs, Todd M, Ji, Xinge, Kong, Sheldon X, Milinovich, Alex, Weng, Wayne, Bauman, Janine, Ganguly, Rahul, Burguera, Bartolome, Kattan, Michael W, Zimmerman, Robert S

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Personalized predictions of patient outcomes during and after hospitalization using artificial intelligence von Hilton, C. Beau, Milinovich, Alex, Felix, Christina, Vakharia, Nirav, Crone, Timothy, Donovan, Chris, Proctor, Andrew, Nazha, Aziz

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Nirmatrelvir or Molnupiravir Use and Severe Outcomes From Omicron Infections von Lin, Dan-Yu, Abi Fadel, Francois, Huang, Shuaiqi, Milinovich, Alex T., Sacha, Gretchen L., Bartley, Patricia, Duggal, Abhijit, Wang, Xiaofeng

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Sleep-Disordered Breathing, Hypoxia, and Pulmonary Physiologic Influences in Atrial Fibrillation von Heinzinger, Catherine M, Thompson, Nicolas R, Milinovich, Alex, Diniz Araujo, Matheus Lima, Orbea, Cinthya Pena, Foldvary-Schaefer, Nancy, Haouzi, Philippe, Faulx, Michael, Van Wagoner, David R, Chung, Mina K, Mehra, Reena

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Antidiabetic treatment patterns and specialty care utilization among patients with type 2 diabetes and cardiovascular disease von Pantalone, Kevin M, Misra-Hebert, Anita D, Hobbs, Todd M, Ji, Xinge, Kong, Sheldon X, Milinovich, Alex, Weng, Wayne, Bauman, Janine, Ganguly, Rahul, Burguera, Bartolome, Kattan, Michael W, Zimmerman, Robert S

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Variation in preoperative stress testing by patient, physician and surgical type: a cohort study von Pappas, Matthew A, Sessler, Daniel I, Auerbach, Andrew D, Kattan, Michael W, Milinovich, Alex, Blackstone, Eugene H, Rothberg, Michael B

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Novel Approach to Risk Stratification in Left Ventricular Non-Compaction Using A Combined Cardiac Imaging and Plasma Biomarker Approach von Ramchand, Jay, Podugu, Pooja, Obuchowski, Nancy, Harb, Serge C, Chetrit, Michael, Milinovich, Alex, Griffin, Brian, Burrell, Louise M, Wilson Tang, W H, Kwon, Deborah H, Flamm, Scott D

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Explainable machine learning for predicting conversion to neurological disease: Results from 52,939 medical records von Felix, Christina, Johnston, Joshua D, Owen, Kelsey, Shirima, Emil, Hinds, 2nd, Sidney R, Mandl, Kenneth D, Milinovich, Alex, Alberts, Jay L

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Natural language processing and expert follow-up establishes tachycardia association with CDKL5 deficiency disorder von Ivaniuk, Alina, Boßelmann, Christian M, Zhang, Xiaoming, St John, Mark, Taylor, Sara C, Krishnaswamy, Gokul, Milinovich, Alex, Aziz, Peter F, Pestana-Knight, Elia, Lal, Dennis

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Genetic Counseling and Germline Testing in the Era of Tumor Sequencing: A Cohort Study von Klek, Stefan, Heald, Brandie, Milinovich, Alex, Ni, Ying, Abraham, Jame, Mahdi, Haider, Estfan, Bassam, Khorana, Alok A, Bolwell, Brian J, Grivas, Petros, Sohal, Davendra P S, Funchain, Pauline

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Predicting disability and mortality in CV2/CRMP5-IgG associated paraneoplastic neurologic disorders von Uysal, Sanem P, Li, Yadi, Thompson, Nicolas R, Milinovich, Alex, Abbatemarco, Justin R, Cohen, Jeffrey A, Conway, Devon S, Ontaneda, Daniel, Morren, John A, Kunchok, Amy

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Individualizing Risk Prediction for Positive Coronavirus Disease 2019 Testing: Results From 11,672 Patients von Jehi, Lara, Ji, Xinge, Milinovich, Alex, Erzurum, Serpil, Rubin, Brian P, Gordon, Steve, Young, James B, Kattan, Michael W

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Association between shared medical appointments and weight loss outcomes and anti‐obesity medication use in patients with obesity von Shibuya, Kelly, Ji, Xinge, Pfoh, Elizabeth R., Milinovich, Alex, Weng, Wayne, Bauman, Janine, Ganguly, Rahul, Misra‐Hebert, Anita D., Hobbs, Todd M., Kattan, Michael W., Pantalone, Kevin M., Ramasamy, Abhilasha, Burguera, Bartolome

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Resting heart rate in ambulatory heart failure with reduced ejection fraction treated with beta‐blockers von Varian, Kenneth D., Ji, Xinge, Grodin, Justin L., Verbrugge, Frederik H., Milinovich, Alex, Kattan, Michael W., Tang, W.H. Wilson

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Changes in Characteristics and Treatment Patterns of Patients with Newly Diagnosed Type 2 Diabetes in a Large United States Integrated Health System between 2008 and 2013 von Pantalone, Kevin M., Hobbs, Todd M., Wells, Brian J., Kong, Sheldon X., Kattan, Michael W., Bouchard, Jonathan, Chagin, Kevin M., Yu, Changhong, Sakurada, Brian, Milinovich, Alex, Weng, Wayne, Bauman, Janine M., Zimmerman, Robert S.

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Association of Bariatric Surgery With Cancer Risk and Mortality in Adults With Obesity von Aminian, Ali, Wilson, Rickesha, Al-Kurd, Abbas, Tu, Chao, Milinovich, Alex, Kroh, Matthew, Rosenthal, Raul J, Brethauer, Stacy A, Schauer, Philip R, Kattan, Michael W, Brown, Justin C, Berger, Nathan A, Abraham, Jame, Nissen, Steven E

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Using UMLS for electronic health data standardization and database design von Reimer, Andrew P, Milinovich, Alex

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