UW-Madison Critical Care Medicine Data Science Lab @UW_ICU_DataSci
Drs. Matthew Churpek, Anoop Mayampurath, and Majid Afshar lead our integrated data science lab, working to improve the care of hospitalized patients. Madison, WI Joined September 2020-
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UW-Madison Critical Care Medicine Data Science Lab retweeted
Come join us in the land of cheese and Epic! Applications are open now for our Clinical Informatics fellowship - work side by side with our team of >20 board certified Informaticists on a range of projects from AI to decision support. medicine.wisc.edu/clinical-infor…
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Grad Charlie Kotula, mentor Matt Churpek, & UW+ Loyola+UChicago team developed & compared novel multimodal deep learning models for early detection of deterioration in ward patients, illuminating potential utility of integrating clinical notes in deterioration prediction…
Grad Sierra Strutz, mentor Anoop Mayampurath, UW + Loyola + UChicago +Northshore team developed a novel hospitalwide XGB model for the early detection of deterioration in children, thereby enabling a unified risk assessment throughout their hospital stays! pubmed.ncbi.nlm.nih.gov/40445617/…
UW-Madison Critical Care Medicine Data Science Lab retweeted
Heading to XGM? We're happy to be sharing what we've been working on! @UW_ICU_DataSci @Majeans2011 @p_kleinschmidt @HamidEmamekhoo @uw_medicine @UWEmerMed @HeyEpic @heidi_twedt @DrJoelGordon @DrJasonDambach @NavinPathakMD
Way to go @Majeans2011 @NIDAnews
See our @JAMA_current article by the @UW_ICU_DataSci, @PCCRG, @anzics! 2x RCTs + ML modeling = Individualized oxygenation targets -> improve survival of critically ill patients undergoing invasive mechanical ventilation. jamanetwork.com/journals/jama/…
See our @JMIR_AI article by Dr. Rahman & team! Chest X-rays hold hidden clues to patient deterioration. In a 22K-patient study, Densenet121 beat other models in predicting ICU transfer and patient mortality. Medical Imaging + AI = powerful early warning: ai.jmir.org/2025/1/e67144
The latest @atscommunity Breathe Easy podcast features our own @uw_medicine Dr. Matthew Churpek MD, MPH, PhD, discussing "AI in Clinical Practice: The Future is Now": site.thoracic.org/podcast/breath…; and video: youtube.com/watch?v=LJcUIt… @UWInformatics
UW-Madison Critical Care Medicine Data Science Lab retweeted
Epic staff are also contributing to the science behind this work—like in this recent @Nature_NPJ paper on evaluating AI-generated clinical summaries. Lots more to do on this front. nature.com/articles/s4440…
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