UW-Madison Critical Care Medicine Data Science Lab
@UW_ICU_DataSciDrs. Matthew Churpek, Anoop Mayampurath, and Majid Afshar lead our integrated data science lab, working to improve the care of hospitalized patients.
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@Majeans2011
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🤖Are LLMs good at tabular medical data? 🥼Can they be useful for medical machine learning tasks and beat classical ML setup? #EMNLP2024 Stop by our poster Nov 14 (Thu), session 12, 14:00-15:30 Paper available🎉: aclanthology.org/2024.findings-… @lark_nlp_lab @UW_ICU_DataSci…
Hey, #AMIA2024- Planning your afternoon? Check these out: @UW_ICU_DataSci @uw_medicine @AMIAinformatics
We're not done yet! More up in the morning from @UW_ICU_DataSci @uw_medicine and @UWMadiSchool @AMIAinformatics #AMIA2024
A day of presenting many of our NLP work at AMIA! P1: our JBI paper on role of UMLS supporting DDx by LLM P3: Multi-modal ML for clinical prediction P4: Human&Auto Eval for LLM Diagnosis prediction #AMIA2024 @UW_ICU_DataSci @Majeans2011
Good morning, #AMIA2024 - here's our topics this morning: @uwsmph @UW_ICU_DataSci
Up today at #AMIA2024 @AMIAinformatics in 🌉 from 🧀 @uwsmph @UW_ICU_DataSci @uw_medicine @UWEmerMed
Wonder what we are up to at #AMIA2024 ? We hope you will join us at our sessions on LLMs, predictive analytics, human factors, and more! @uw_medicine @uwsmph @UWEmerMed @UW_ICU_DataSci
See you at #AMIA2024! @AMIAinformatics @BPattersonMD @Majeans2011 @Serena_pancakes @uwsmph @UW_ICU_DataSci @uw_medicine @UWEmerMed
Our latest @CritCareExplore manuscript affirms that #sepsis is by far the most common cause of deterioration in the hospital, and any approach to deterioration will require recognizing and treating sepsis as the primary point of workflow. Kudos to our ambitious research team that…
We’re so proud of @Serena_pancakes and @SkatjeZero for another impactful paper in the field of clinical NLP #EMNLP2024! @Majeans2011
Exciting to share our paper investigating #LLMs embeddings for numerical/tabular data in medical machine learning is accepted to #EMNLP2024 as Findings! 🎉🎉
We helped @UWHealth design their prompt for Epic’s use of GPT-4 to respond to MyChart messages of their patients: academic.oup.com/jamiaopen/arti… @Majeans2011 @Serena_pancakes @BPattersonMD @uw_medicine @AMIAinformatics
Proud of our Post Doc Yanjun Gao, PhD @Serena_pancakes who presented at EPIC's UGM this week, on Prompt Engineering. @UWInformatics @uw_medicine
Excited to contribute to a new set of reporting guidelines catered to LLMs in medicine led by @dbittermanmd This will help guide our community towards best practices and the unique components needed for reporting LLMs: medrxiv.org/content/10.110…
Excited to share our new @CritCareExplore pub! In collaboration with the KCVA, @UW_ICU_DataSci @UChicagoMed @LoyolaChicago, Northshore, and NorthwesternU, we developed + validated a new ML COVID-19 Veteran (COVet) Deterioration Risk Score! pubmed.ncbi.nlm.nih.gov/39028867/@sush… @dpedelson #DoD
New study alert! Our lab's latest research by Preeti Gupta shows prior EMS use is linked to higher in-hospital mortality for patients w/ substance misuse. Explore our findings in @BMC_series Emergency Med #SubstanceMisuse #EMS #HealthOutcomes @Majeans2011 pubmed.ncbi.nlm.nih.gov/38982351/
We are proud to announce that eCART has received #FDA clearance to support frontline teams in identifying the highest-risk hospitalized patients. We are grateful for the opportunity and excited to make an even bigger impact moving forward! Learn more here: agilemd.com/updates/ecart-…
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Who to follow
-
Majid Afshar
@Majeans2011 -
University of Wisconsin Division of Nephrology
@uw_nephrology -
UW Applied Clinical Informatics
@UWInformatics -
University of Wisconsin Division of APCC
@uw_APCC -
UW Health Clinical Simulation Program
@WIsimulation -
University of Wisconsin Division of Geriatrics
@uw_geriatrics -
Lindsay Matthews
@lamatthews22 -
David Deemer
@DavidDeemerMD -
John Greenland
@jrgreenland -
J.C. Rojas, MD MS
@_jcrojas -
Michael Scolarici
@MikeScolarici
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