Matthew M Churpek (Matthew Churpek)

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Peritoneal Dialysis

Convolutional Neural Network

Autism Spectrum Disorder

Top Venues

JMIR public health and surveillance

medRxiv : the preprint server for health sciences

Annals of the American Thoracic Society

JMIR medical informatics

This page only lists publications with an associated author ORCID identifier.

Publications

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, Charis Benjamin, Christopher Nye, Emily R Gilbert, Nirav S Shah, Christopher J Winslow, Majid Afshar, Dana P Edelson
Causes, Diagnostic Testing, and Treatments Related to Clinical Deterioration Events among High-Risk Ward Patients. medRxiv : the preprint server for health sciences (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, Charis Benjamin, Christopher Nye, Emily R Gilbert, Nirav S Shah, Christopher J Winslow, Majid Afshar, Dana P Edelson
Causes, Diagnostic Testing, and Treatments Related to Clinical Deterioration Events among High-Risk Ward Patients. medRxiv : the preprint server for health sciences (2024)
Majid Afshar, Sabrina Adelaine, Felice Resnik, Marlon P Mundt, John Long, Margaret A Leaf, Theodore Ampian, Graham J Wills, Benjamin Schnapp, Michael Chao, Randall T Brown, Menhel Kinno, Brihat Sharma, Dmitriy Dligach, Elizabeth S Burnside, Jane E Mahoney, Matthew M Churpek, Brian W Patterson, Frank J Liao
Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults. JMIR medical informatics 11 (2023)
John Caskey, Iain L McConnell, Madeline K Oguss, Dmitriy Dligach, Rachel Kulikoff, Brittany Grogan, Crystal Gibson, Elizabeth Wimmer, Traci E DeSalvo, Edwin E Nyakoe-Nyasani, Matthew M Churpek, Majid Afshar
Correction: Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline. JMIR public health and surveillance 8 (3) (2022)
John Caskey, Iain L McConnell, Madeline K Oguss, Dmitriy Dligach, Rachel Kulikoff, Brittany Grogan, Crystal Gibson, Elizabeth Wimmer, Traci E DeSalvo, Edwin E Nyakoe-Nyasani, Matthew M Churpek, Majid Afshar
Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline. JMIR public health and surveillance 8 (3) (2022)
Stephen J Halliday, Jonathan Dale Casey, Todd W Rice, Matthew W Semler, David R Janz, Derek W Russell, James Dargin, Derek J Vonderhaar, Jason Randall West, Matthew M Churpek
Risk Factors for Cardiovascular Collapse during Tracheal Intubation of Critically III Adults. Annals of the American Thoracic Society 17 (8) (2021)
Anoop Mayampurath, L Nelson Sanchez-Pinto, Kyle A Carey, Laura-Ruth Venable, Matthew M Churpek
Combining patient visual timelines with deep learning to predict mortality. PloS one 14 (7) (2019)