Lab profile
About IMDS
IMDS is building a cross-disciplinary ecosystem of faculty and trainees aimed at improving health and healthcare through data. The institute leads the development and implementation of cutting-edge AI and data science methods in medical data science.
Artificial Intelligence in HealthcareMedical Data ScienceClinical AI ImplementationHealth DisparitiesDigital Health TechnologiesBiomedical InformaticsReal-World Data AnalysisEthical AI
01 · People
Leadership and researchers
People listed on the lab’s team pages, by role.
Shawn MurphyDirector
Trevor CohenFaculty
Noah HoffmanFaculty
Diane M. KorngiebelAI Ethicist, Google; Associate Professor, UW Biomedical Informatics and Medical Education
Shachi MittalProfessor, Chemical Engineering
Neha SatheFaculty
Peter Tarczy-HornochFaculty
James TownUW Division of Pulmonary, Critical Care and Sleep Medicine
Yulia TsvetkovAssociate Professor, Paul G. Allen School of Computer Science & Engineering
Lucy Lu WangFaculty
Yue WuActing Assistant Professor in the Department of Ophthalmology
02 · Research intelligence
Research Intelligence evidence
Publications, grants and clinical trials linked to the lab’s researchers in Health AI Central’s research data.
Publications & preprints
- Toward uncertainty-aware clinical decision support for treatment response prediction in metastatic NSCLC: integrating FDG-PET, T-cell repertoire, and cytokines with conformal prediction.Research square · 2026
- Associations and Predictive Value of Neuroimaging Characteristics for Extubation Failure in Moderate to Severe Traumatic Brain Injury: An Exploratory Analysis.Neurocritical care · 2026
- Using Artificial Intelligence to Improve Timeliness of Follow-Up in Breast Cancer Screening.Journal of the American College of Radiology : JACR · 2026
Active NIH grants
- University of Washington Biomedical Informatics and Data Science Research Training ProgramPeter Tarczy-Hornoch · NLM · FY 2026
- DeconDTN: Deconfounding Deep Transformer Networks for Clinical NLPTrevor Cohen · NLM · FY 2025
Clinical-trial records
- Project to Improve Communication About Serious Illness--Hospital Study: Comparative Effectiveness Trial (Trial 2)NCT04283994 · Completed
03 · Updates
Updates and lab news
News and events from the lab’s own site.
- 3rd Annual IMDS SymposiumEventJun 2, 2026 · imds.uw.edu
- 2026 IMDS Keynote Speaker Announcement: Jeff Leek, PhD, Fred Hutch Cancer CenterAnnouncementMay 21, 2026 · imds.uw.edu
- Video Showcases Past Pilot Award Winners' ResearchNewsMar 6, 2026 · imds.uw.edu
- New IMDS Director and CRIO for UW MedicineAnnouncementDec 15, 2025 · imds.uw.edu
- Gates Foundation Event 6/10: AI For GoodEventJun 5, 2025 · imds.uw.edu
- NAM Special Publication: An AI Code of Conduct for Health & MedicinePublicationMay 23, 2025 · imds.uw.edu
- Videos From The 2025 IMDS Symposium Now Available OnlineAnnouncementFeb 28, 2025 · imds.uw.edu
- 2025 UW Medical Data Science SymposiumEventFeb 6, 2025 · imds.uw.edu
04 · Official presence
Lab sources and channels
The lab’s own pages and accounts.
05 · Related
Related labs and centers
Labs at the same institution and labs working on similar topics.