基本信息
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个人简介
CLINICAL SPECIALTIES
Dr. Churpek’s clinical work focuses on the diagnosis and treatment of critical illness, and he works as a critical care attending in the Trauma and Life Support Center (TLC). He is boarded in internal medicine, pulmonary medicine, critical care medicine, and clinical informatics.
RESEARCH INTERESTS
Dr. Churpek's data science laboratory utilizes electronic health record data and machine learning techniques, such as natural language processing and deep learning, to identify patients at risk for clinical deterioration, sepsis, acute kidney injury, and other syndromes of critical illness. His research has been supported by a K08 from NHLBI, an ATS Foundation Recognition Award for Early Career Investigators, and an R01 from NIGMS.
Dr. Churpek’s clinical work focuses on the diagnosis and treatment of critical illness, and he works as a critical care attending in the Trauma and Life Support Center (TLC). He is boarded in internal medicine, pulmonary medicine, critical care medicine, and clinical informatics.
RESEARCH INTERESTS
Dr. Churpek's data science laboratory utilizes electronic health record data and machine learning techniques, such as natural language processing and deep learning, to identify patients at risk for clinical deterioration, sepsis, acute kidney injury, and other syndromes of critical illness. His research has been supported by a K08 from NHLBI, an ATS Foundation Recognition Award for Early Career Investigators, and an R01 from NIGMS.
研究兴趣
论文共 304 篇作者统计合作学者相似作者
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CRITICAL CARE MEDICINE (2024)
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JAMAno. 6 (2024): 500-509
Jifan Gao,Guanhua Chen, Ann P O'Rourke,John Caskey,Kyle Carey,Madeline Oguss,Anne Stey, Dmitriy Dligach,Timothy Miller,Anoop Mayampurath,Matthew M Churpek,Majid Afshar
medrxiv(2024)
Kevin McCaffery,Kyle A. Carey, Victoria Campbell,Shaune Gifford, Kate Smith,Dana Edelson,Matthew M. Churpek,Anoop Mayampurath
Resuscitation Plus (2024): 100540-100540
Matthew M. Churpek,Kyle A. Carey, Ashley Snyder, Christopher J. Winslow,Emily R. Gilbert,Nirav S. Shah,Brian W. Patterson,Majid Afshar, Alan Weiss, Devendra N. Amin, Deborah J. Rhodes,Dana P. Edelson
medrxiv(2024)
Kevin G Buell,Alexandra B Spicer,Jonathan D Casey,Kevin P Seitz, Edward T Qian, Emma J Graham Linck,Wesley H Self,Todd W Rice,Pratik Sinha,Paul J Young,Matthew W Semler,Matthew M Churpek
JAMA (2024)
Matthew M Churpek, Ryan Ingebritsen,Kyle A Carey, Saieesh A Rao,Emily Murnin, Tonela Qyli,Madeline K Oguss, Jamila Picart, Leena Penumalee, Benjamin D Follman, Lily K Nezirova, Sean T Tully,
medRxiv : the preprint server for health sciences (2024)
Majid Afshar,Yanjun Gao, Graham Wills, Jason Wang,Matthew M Churpek, Christa J Westenberger, David T Kunstman, Joel E Gordon,Frank J Liao,Brian Patterson
medrxiv(2024)
Preeti Gupta, Tim Gruenloh,Madeline Oguss, Askar Safipour Afshar,Michael Spigner,Matthew Churpek,Todd Lee,Anoop Mayampurath,Majid Afshar
CRITICAL CARE MEDICINE (2024)
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Annals of Surgical Oncologyno. 1 (2024): 488-498
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