MatthewChurpekMDMPH, PhD

PubMed

• Use of artificial intelligence in critical care: opportunities and obstacles.
  Michael R Pinsky, Leo Celi, Nicoleta J Economou-Zavlanos, Paul Elbers, Suchi Saria, Vincent Liu, Patrick G Lyons, Benjamin Shickel, Patrick Toral, David Tscholl, Arman...> ;Critical Care. 2024 Apr 8
• Development of a Human Evaluation Framework and Correlation with Automated Metrics for Natural Language Generation of Medical Diagnoses.
  Yanjun Gao, Samuel Tesch, Dmitriy Dligach, Anoop Mayampurath, Matthew M Churpek, Majid Afshar, Emma Leigh Croxford, Brian W Patterson, Daniel Chern-Hui To> ;Medrxiv. 2024 Apr 9
• 2 citations
  Individualized Treatment Effects of Oxygen Targets in Mechanically Ventilated Critically Ill Adults.
  Alexandra B Spicer, Emma J Graham Linck, Paul J Young, Kevin G Buell, Jonathan D Casey, Kevin P Seitz, Edward T Qian, Wesley H Self, Todd W Rice, Pratik Sinha, Matthew...> ;JAMA. 2024 Apr 9
• Alcohol Withdrawal Severity Measures for Identifying Patients Requiring High-Intensity Care.
  Daniel C To, Tessa L Steel, Kyle A Carey, Cara J Joyce, Anoop Mayampurath, Elizabeth M Salisbury-Afshar, Dana P Edelson, Matthew M Churpek, Majid Afshar> ;Critical Care Explorations. 2024 Mar 1
• Predicting transfers to intensive care in children using CEWT and other early warning systems.
  McCaffery, K., Carey, K., Campbell, V., Gifford, S., Smith, K., Mayampurath, A., Edelson, D., Churpek, M.> ;Resuscitation Plus. 2024 Mar 1
• 1 citations
  Development and Validation of a Risk Score Predicting Death Without Transplant in Adult Heart Transplant Candidates.
  Kevin C Zhang, Nikhil Narang, Carine Jasseron, Richard Dorent, Kevin A Lazenby, Mark N Belkin, Jonathan Grinstein, Anoop Mayampurath, Matthew M Churpek, Kiran K Khush,...> ;JAMA. 2024 Feb 13
• Development and external validation of multimodal postoperative acute kidney injury risk machine learning models.
  Karway, G., Caskey, J., Spicer, A., Carey, K., Gilbert, E., Dligach, D., Mayampurath, A., Koyner, J., Afshar, M., Churpek, M.> ;JAMIA Open. 2023 Dec 1
• Creation of a data commons for substance misuse related health research through privacy-preserving patient record linkage between hospitals and state agencies.
  Majid Afshar, Madeline Oguss, Thomas A Callaci, Timothy Gruenloh, Preeti Gupta, Claire Sun, Askar Safipour Afshar, Joseph Cavanaugh, Matthew M Churpek, Edwin Nyakoe-Ny...> ;JAMIA Open. 2023 Dec 1
• 3 citations
  Analysis of Protein Biomarkers From Hospitalized COVID-19 Patients Reveals Severity-Specific Signatures and Two Distinct Latent Profiles With Differential Responses to...
  Philip A Verhoef, Alexandra B Spicer, Carlos Lopez-Espina, Akhil Bhargava, Lee Schmalz, Matthew D Sims, Ashok V Palagiri, Karthik V Iyer, Matthew J Crisp, Alexandra Ha...> ;Critical Care Medicine. 2023 Dec 1
• Using rapid response system trigger clusters to characterize patterns of clinical deterioration among hospitalized adult patients.
  Rebecca J Piasecki, Elizabeth A Hunt, Nancy Perrin, Erin M Spaulding, Bradford Winters, Laura Samuel, Patricia M Davidson, Nisha Chandra Strobos, Matthew Churpek, Cher...> ;Resuscitation. 2024 Jan 1
• ASO Visual Abstract: Association of Neighborhood Disadvantage with Short- and Long-Term Outcomes After Pancreatectomy for Pancreatic Ductal Adenocarcinoma.
  Clayton T Marcinak, Roberto J Vidri, Amy K Taylor, John K Krebsbach, Kaleem S Ahmed, Noelle K LoConte, Patrick R Varley, Majid Afshar, Sharon M Weber, Daniel E Abbott,...> ;Annals of Surgical Oncology. 2024 Jan 1
• Association of Neighborhood Disadvantage with Short- and Long-Term Outcomes After Pancreatectomy for Pancreatic Ductal Adenocarcinoma.
  Clayton T Marcinak, Roberto J Vidri, Amy K Taylor, John K Krebsbach, Kaleem S Ahmed, Noelle K LoConte, Patrick R Varley, Majid Afshar, Sharon M Weber, Daniel E Abbott,...> ;Annals of Surgical Oncology. 2024 Jan 1
• Using Trajectories of Bedside Vital Signs to Identify COVID-19 Subphenotypes.
  Sivasubramanium V Bhavani, Chad Robichaux, Philip A Verhoef, Matthew M Churpek, Craig M Coopersmith> ;Chest. 2024 Mar 1
• 9 citations
  Identifying molecular phenotypes in sepsis: an analysis of two prospective observational cohorts and secondary analysis of two randomised controlled trials.
  Pratik Sinha, V Eric Kerchberger, Andrew Willmore, Julia Chambers, Hanjing Zhuo, Jason Abbott, Chayse Jones, Nancy Wickersham, Nelson Wu, Lucile Neyton, Charles R Lang...> ;The Lancet. Respiratory Medicine. 2023 Nov 1
• Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning.
  Brihat Sharma, Yanjun Gao, Timothy Miller, Matthew M Churpek, Majid Afshar, Dmitriy Dligach> ;Proceedings of the Conference. Association for Computational Linguistics. Meeting. 2023 Jul 1
• 3 citations
  Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes.
  Yanjun Gao, Dmitriy Dligach, Timothy Miller, Matthew M Churpek, Majid Afshar> ;Proceedings of the Conference. Association for Computational Linguistics. Meeting. 2023 Jul 1
• 6 citations
  Individualized Treatment Effects of Bougie versus Stylet for Tracheal Intubation in Critical Illness.
  Seitz, K., Spicer, A., Casey, J., Buell, K., Qian, E., Graham Linck, E., Driver, B., Self, W., Ginde, A., Trent, S., Gandotra, S., Smith, L., Page, D., Vonderhaar, D.,...> ;American Journal of Respiratory and Critical Care Medicine. 2023 Jun 15
• National Early Warning Score Deployment in a Veterans Affairs Facility: A Quality Improvement Initiative and Analysis.
  Mejalli Al-Kofahi, Alexandra Spicer, Richard S Schaefer, Andrea Uhl, Matthew Churpek, Sushant Govindan> ;American Journal of Medical Quality. 2023 May 1
• 3 citations
  Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid ...
  Majid Afshar, Sabrina Adelaine, Felice Resnik, Marlon P Mundt, John Long, Margaret Leaf, Theodore Ampian, Graham J Wills, Benjamin Schnapp, Michael Chao, Randy Brown, ...> ;JMIR Medical Informatics. 2023 Apr 20
• Accuracy of models to prognosticate survival after surgery for pancreatic cancer in the era of neoadjuvant therapy.
  Clayton T Marcinak, William F Parker, Alexander A Parikh, Jashodeep Datta, Shishir K Maithel, David A Kooby, Mark E Burkard, Hong Jin Kim, Michael T LeCompte, Majid Af...> ;Journal of Surgical Oncology. 2023 Aug 1
• 1 citations
  Progress Note Understanding - Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 shared task.
  Yanjun Gao, Dmitriy Dligach, Timothy Miller, Matthew M Churpek, Ozlem Uzuner, Majid Afshar> ;Journal of Biomedical Informatics. 2023 Jun 1
• 2 citations
  Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection.
  Sivasubramanium V Bhavani, Li Xiong, Abish Pius, Matthew Semler, Edward T Qian, Philip A Verhoef, Chad Robichaux, Craig M Coopersmith, Matthew M Churpek> ;Journal of the American Medical Informatics Association. 2023 May 19
• 4 citations
  The Accuracy of Initial U.S. Heart Transplant Candidate Rankings.
  Kenley M Pelzer, Kevin C Zhang, Kevin A Lazenby, Nikhil Narang, Matthew M Churpek, Allen S Anderson, William F Parker> ;JACC. Heart Failure. 2023 May 1
• 1 citations
  Using rapid response system trigger clusters to characterize patterns of clinical deterioration among hospitalized adult patients.
  Rebecca J Piasecki, Elizabeth A Hunt, Nancy Perrin, Erin M Spaulding, Bradford Winters, Laura Samuel, Patricia M Davidson, Nisha Chandra Strobos, Matthew Churpek, Cher...> ;Medrxiv. 2023 Feb 8
• 5 citations
  Conditional Treatment Effect Analysis of Two Infusion Rates for Fluid Challenges in Critically Ill Patients: A Secondary Analysis of Balanced Solution versus Saline in...
  Fernando G Zampieri, Lucas P Damiani, Sean M Bagshaw, Matthew W Semler, Matthew Churpek, Luciano C P Azevedo, Rodrigo C Figueiredo, Viviane C Veiga, Rodrigo Biondi, Fl...> ;Annals of the American Thoracic Society. 2023 Jun 1
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Journal Articles

• Comparison of Variable Selection Methods for Clinical Predictive Modeling  
  Matthew Churpek, MD, ScienceDirect