Emergency department visits and boarding for pediatric patients with suicidality before and during the COVID-19 pandemic von Zipursky, Amy R, Olson, Karen L, Bode, Louisa, Geva, Alon, Jones, James, Mandl, Kenneth D, McMurry, Andrew

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Moving Biosurveillance Beyond Coded Data Using AI for Symptom Detection From Physician Notes: Retrospective Cohort Study von McMurry, Andrew J, Zipursky, Amy R, Geva, Alon, Olson, Karen L, Jones, James R, Ignatov, Vladimir, Miller, Timothy A, Mandl, Kenneth D

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Provider Connectedness to Other Providers Reduces Risk of Readmission After Hospitalization for Heart Failure von Geva, Alon, Olson, Karen L., Liu, Chunfu, Mandl, Kenneth D.

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Development and Validation of a Mortality Risk Score for Repaired Tetralogy of Fallot von Mayourian, Joshua, Sleeper, Lynn A, Lee, Ji Hae, Lu, Minmin, Geva, Alon, Mulder, Barbara, Babu-Narayan, Sonya V, Wald, Rachel M, Sompolinsky, Tehila, Valente, Anne Marie, Geva, Tal

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Learning a Comorbidity-Driven Taxonomy of Pediatric Pulmonary Hypertension von Ong, Mei-Sing, Mullen, Mary P., Austin, Eric D., Szolovits, Peter, Natter, Marc D., Geva, Alon, Cai, Tianxi, Kong, Sek Won, Mandl, Kenneth D.

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Implementation Science in Pediatric Critical Care – Sedation and Analgesia Practices as a Case Study von Yang, Youyang, Geva, Alon, Madden, Kate, Mehta, Nilesh M.

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A Computable Phenotype Improves Cohort Ascertainment in a Pediatric Pulmonary Hypertension Registry von Geva, Alon, MD, MPH, Gronsbell, Jessica L., BA, Cai, Tianxi, ScD, Cai, Tianrun, MD, Murphy, Shawn N., MD, PhD, Lyons, Jessica C., MS, Heinz, Michelle M., BS, Natter, Marc D., MD, Patibandla, Nandan, MS, Bickel, Jonathan, MD, MS, Mullen, Mary P., MD, PhD, Mandl, Kenneth D., MD, MPH

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Multisource representation learning for pediatric knowledge extraction from electronic health records von Li, Mengyan, Li, Xiaoou, Pan, Kevin, Geva, Alon, Yang, Doris, Sweet, Sara Morini, Bonzel, Clara-Lea, Ayakulangara Panickan, Vidul, Xiong, Xin, Mandl, Kenneth, Cai, Tianxi

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Risk Factors for Reoperation After Repair of Discrete Subaortic Stenosis in Children von Geva, Alon, AB, McMahon, Colin J., MB, Gauvreau, Kimberlee, ScD, Mohammed, Laila, RDCS, del Nido, Pedro J., MD, Geva, Tal, MD

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A Machine Learning Classifier Improves Mortality Prediction Compared With Pediatric Logistic Organ Dysfunction-2 Score: Model Development and Validation von Prince, Remi D, Akhondi-Asl, Alireza, Mehta, Nilesh M, Geva, Alon

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Heart Rate Change as a Potential Digital Biomarker of Brain Death in Critically Ill Children With Acute Catastrophic Brain Injury von LaRovere, Kerri L, Luchette, Matthew, Akhondi-Asl, Alireza, DeSouza, Bradley J, Tasker, Robert C, Mehta, Nilesh M, Geva, Alon

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Therapeutic Hypothermia in Children von Geva, Alon, Tasker, Robert C, Randolph, Adrienne G, Riess, Matthias L, Aufderheide, Tom P, Yannopoulos, Demetris, Moler, Frank W, Holubkov, Richard, Dean, J. Michael

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1314: SIMULATION OF AN ALTERNATE IN-HOUSE ATTENDING CALL SCHEDULE TO OPTIMIZE INTENSIVIST STAFFING von Geva, Alon, Randolph, Adrienne

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DEVELOPMENT AND VALIDATION OF AN OUTCOME PREDICTION MODEL FOR REPAIRED TETRALOGY OF FALLOT: THE INDICATOR COHORT von Mayourian, Joshua, Sleeper, Lynn, Lee, JiHae, Lu, Minmin, Geva, Alon, Mulder, Barbara, Babu-Narayan, Sonya V., Wald, Rachel, Sompolinsky, Tehila, Valente, Anne Marie, Geva, Tal

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Hemolytic anemia and severe rhabdomyolysis caused by compound heterozygous mutations of the gene for erythrocyte/muscle isozyme of aldolase, ALDOA(Arg303X/Cys338Tyr) von Yao, David C., Tolan, Dean R., Murray, Michael F., Harris, David J., Darras, Basil T., Geva, Alon, Neufeld, Ellis J.

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Dexamethasone and Tonsillectomy Bleeding: A Meta-Analysis von Geva, Alon

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A high-throughput phenotyping algorithm is portable from adult to pediatric populations von Geva, Alon, Liu, Molei, Panickan, Vidul A, Avillach, Paul, Cai, Tianxi, Mandl, Kenneth D

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Evolving phenotypes of non-hospitalized patients that indicate long COVID von Estiri, Hossein, Strasser, Zachary H, Brat, Gabriel A, Semenov, Yevgeniy R, Patel, Chirag J, Murphy, Shawn N

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Weakly Semi-supervised phenotyping using Electronic Health records von Nogues, Isabelle-Emmanuella, Wen, Jun, Lin, Yucong, Liu, Molei, Tedeschi, Sara K., Geva, Alon, Cai, Tianxi, Hong, Chuan

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What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask von Kohane, Isaac S., Aronow, Bruce J., Avillach, Paul, Beaulieu-Jones, Brett K., Bellazzi, Riccardo, Bradford, Robert L., Brat, Gabriel A., Cannataro, Mario, Cimino, James J., Garcia-Barrio, Noelia, Gehlenborg, Nils, Ghassemi, Marzyeh, Gutierrez-Sacristan, Alba, Hanauer, David A., Holmes, John H., Hong, Chuan, Klann, Jeffrey G., Loh, Ne Hooi Will, Luo, Yuan, Mandl, Kenneth D., Daniar, Mohamad, Moore, Jason H., Murphy, Shawn N., Neuraz, Antoine, Ngiam, Kee Yuan, Omenn, Gilbert S., Palmer, Nathan, Patel, Lav P., Pedrera-Jimenez, Miguel, Sliz, Piotr, South, Andrew M., Tan, Amelia Li Min, Taylor, Deanne M., Taylor, Bradley W., Torti, Carlo, Vallejos, Andrew K., Wagholikar, Kavishwar B., Weber, Griffin M., Cai, Tianxi

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