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Matthew M. Churpek

University of Pennsylvania

55H指数
355论文数
1.2W被引数
收录论文 128
发表时间
Explainable multimodal deep learning models for variable-length sequences in critically ill patients可解释的多模态深度学习模型:危重患者变长序列
err2026-02-24
err0
PREAI
errJennifer Martin; Majid Afshar; Askar Safipour Afshar; John Caskey; Dmitriy Dligach; Yanjun Gao; Jifan Gao; Guanhua Chen; Anoop Mayampurath; Matthew M. Churpek
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Designing Future Cardiac Arrest Trials to Accommodate Heterogeneous Treatment Effects设计未来心脏骤停试验以适应异质性治疗效应
err2026-01-01
err0
errOAAI
errLileikyte, Gabriele; Marinho, Lucas L.; Mcguigan, Peter J.; Kim, Edy Y.; Harhay, Michael O.; Zampieri, Fernando G.; Spicer, Alexandra; Churpek, Matthew; Nielsen, Niklas; Lawler, Patrick R.
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MoMA: a mixture-of-multimodal-agents architecture for enhancing clinical prediction modellingMoMA:一种多模态智能体混合架构,用于增强临床预测建模
err2025-12-09
err0
errOAAI
errJifan Gao; Mahmudur Rahman; John Caskey; Madeline Oguss; Ann O’Rourke; Randall Brown; Anne Stey; Anoop Mayampurath; Matthew M. Churpek; Guanhua Chen; Majid Afshar
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Ketamine or Etomidate for Tracheal Intubation of Critically Ill Adults氯胺酮或依托咪酯用于危重症成人气管插管
err2025-12-01
err2
PREAI
errCasey, Jonathan D.; Seitz, Kevin P.; Driver, Brian E.; Gibbs, Kevin W.; Ginde, Adit A.; Trent, Stacy A.; Russell, Derek W.; Muhs, Amelia L.; Prekker, Matthew E.; Gaillard, John P.; Resnick-Ault, Daniel; Stewart, L. Jane; Whitson, Micah R.; Demasi, Stephanie C.; Robinson, Aaron E.; Palakshappa, Jessica A.; Aggarwal, Neil R.; Brainard, Jason C.; Douin, David J.; Marvi, Tanya K.; Scott, Benjamin K.; Alber, Sarah M.; Lyle, Carolynn; Gandotra, Sheetal; Van Schaik, Graham W.; Lacy, Aaron J.; Sherlin, Kristen C.; Erickson, Heidi L.; Cain, J. Maycee; Redman, Brianne; Beach, Logan L.; Gould, Barbara; McIntosh, Jasmine; Lewis, Ariel A.; Lloyd, Bradley D.; Israel, Tiffany L.; Imhoff, Brant; Wang, Li; Spicer, Alexandra B.; Churpek, Matthew M.; Rice, Todd W.; Self, Wesley H.; Han, Jin H.; Semler, Matthew W.
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Individualised treatment effects of enhanced early mobilisation in mechanically ventilated patients: a secondary analysis of the TEAM trial增强早期活动在机械通气患者中的个体化治疗效果:TEAM试验的二次分析
err2025-11-24
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errOAAI
errCarol L. Hodgson; Alexandra B. Spicer; Tessa Broadley; Michael Bailey; Rinaldo Bellomo; Kathy Brickell; Heidi Buhr; Belinda J. Gabbe; Doug W. Gould; Meg Harrold; Alisa M. Higgins; Sally Hurford; Theodore J. Iwashyna; Ary Serpa Neto; Alistair D. Nichol; Jeffrey J. Presneill; Stefan J. Schaller; Janani Sivasuthan; Claire J. Tipping; Steven Webb; Emma J. Graham Linck; Pratik Sinha; Matthew W. Semler; Paul J. Young; Matthew M. Churpek
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Evaluating clinical AI summaries with large language models as judges以大型语言模型作为评委评估临床AI总结
err2025-11-05
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errOAAI
errEmma Croxford; Yanjun Gao; Elliot First; Nicholas Pellegrino; Miranda Schnier; John Caskey; Madeline Oguss; Graham Wills; Guanhua Chen; Dmitriy Dligach; Matthew M. Churpek; Anoop Mayampurath; Frank Liao; Cherodeep Goswami; Karen K. Wong; Brian W. Patterson; Majid Afshar
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Multivariate protein landscape of host response in hospitalised patients with suspected infection in the emergency department急诊科疑似感染住院患者宿主反应的多变量蛋白质景观
err2025-08-22
err0
errOAAI
errPratik Sinha; Alexandra B. Spicer; Sivasubramanium Bhavani; Carlos López-Espina; Gregory L. Watson; Akhil Bhargava; Lee Schmalz; Shah Khan; Matthew D. Sims; Ashok V. Palagiri; Alon Dagan; Karthik V. Iyer; Matthew J. Crisp; Carmen DeMarco; Alexandra Halalau; Nicholas Maddens; Niko Kurtzman; Deesha Sarma; Falgun Gosai; Anwaruddin Syed; Saleem Azad; Aimee Espinosa; Francisco Davila; Hugo Davila; Neil Shadbeh Evans; Scott Smith; Bobby Reddy; Philip A. Verhoef; Matthew M. Churpek
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Explaining alerts from a pediatric risk prediction model using clinical text使用临床文本解释儿科风险预测模型的警报
err2025-07-01
err1
PREAI
errNycklemoe, Samuel; Devarapu, Sriharsha; Gao, Yanjun; Carey, Kyle; Kuehnel, Nicholas; Munjal, Neil; Jani, Priti; Churpek, Matthew; Dligach, Dmitriy; Afshar, Majid; Mayampurath, Anoop
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ASO Visual Abstract: Machine Learning-Driven Modeling to Predict Post-Discharge Venous Thromboembolism after Pancreatectomy for Pancreas Cancer
err2025-03-01
err0
PREAI
errAhmed, Kaleem S.; Issaka, Sheriff M.; Marcinak, Clayton T.; Virani, Sehar S.; Jaraczewski, Taylor; Afshar, Majid; Mayampurath, Anoop; Churpek, Matthew M.; Mathew, Jomol; Zafar, Syed Nabeel
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Machine Learning-Driven Modeling to Predict Postdischarge Venous Thromboembolism After Pancreatectomy for Pancreas Cancer
err2025-02-20
err0
PREAI
errAhmed, Kaleem S.; Issaka, Sheriff M.; Marcinak, Clayton T.; Virani, Sehar S.; Jaraczewski, Taylor; Afshar, Majid; Mayampurath, Anoop; Churpek, Matthew M.; Mathew, Jomol; Zafar, Syed Nabeel
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ASSOCIATION BETWEEN STIGMATIZING LANGUAGE OCCURRENCE IN NOTES AND OUTCOMES IN PATIENTS WITH SEPSIS败血症患者病历中污名化语言出现与患者结局之间的关联
err2025-01-30
err0
PREAI
errMayampurath, Anoop; Hahs, Abigail; Caskey, John; Afshar, Askar; Churpek, Matthew; Dligach, Dmitriy; Afshar, Majid
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Distinct immune profiles and clinical outcomes in sepsis subphenotypes based on temperature trajectories
err2024-10-09
err0
PREAI
errBhavani, Sivasubramanium V.; Spicer, Alexandra; Sinha, Pratik; Malik, Albahi; Lopez-Espina, Carlos; Schmalz, Lee; Watson, Gregory L.; Bhargava, Akhil; Khan, Shah; Urdiales, Dennys; Updike, Lincoln; Dagan, Alon; Davila, Hugo; Demarco, Carmen; Evans, Neil; Gosai, Falgun; Iyer, Karthik; Kurtzman, Niko; Palagiri, Ashok V.; Sims, Matthew; Smith, Scott; Syed, Anwaruddin; Sarma, Deesha; Reddy Jr, Bobby; Verhoef, Philip A.; Churpek, Matthew M.
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Toward Precision in Critical Care Research: Methods for Observational and Interventional Studies
err2024-08-15
err0
errOAAI
errLinck, Emma J. Graham; Goligher, Ewan C.; Semler, Matthew W.; Churpek, Matthew M.
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Individualized treatment in critical care: the oxygenation paradigm
err2024-07-10
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PREAI
errBuell, Kevin G.; Semler, Matthew W.; Churpek, Matthew M.
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Individualized Treatment Effects of Oxygen Targets in Mechanically Ventilated Critically Ill Adults氧目标在重症成人机械通气患者中的个体化治疗效果
err2024-04-09
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errOAAI
errBuell, Kevin G.; Spicer, Alexandra B.; Casey, Jonathan D.; Seitz, Kevin P.; Qian, Edward T.; Graham Linck, Emma J.; Self, Wesley H.; Rice, Todd W.; Sinha, Pratik; Young, Paul J.; Semler, Matthew W.; Churpek, Matthew M.
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Use of artificial intelligence in critical care: opportunities and obstacles人工智能在重症监护中的应用: 机遇与障碍
err2024-04-08
err11
errOAAI
errPinsky, Michael R.; Bedoya, Armando; Bihorac, Azra; Celi, Leo; Churpek, Matthew; Economou-Zavlanos, Nicoleta J.; Elbers, Paul; Saria, Suchi; Liu, Vincent; Lyons, Patrick G.; Shickel, Benjamin; Toral, Patrick; Tscholl, David; Clermont, Gilles
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Using Trajectories of Bedside Vital Signs to Identify COVID-19 Subphenotypes
errCHEST
IF8.6
err2024-03-01
err5
PREAI
errBhavani, Sivasubramanium, V; Robichaux, Chad; Verhoef, Philip A.; Churpek, Matthew M.; Coopersmith, Craig M.
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