MLHC 2025
Rochester Hilton Mayo Clinic Area
10 E Center St, Rochester, MN 55904
3rd floor, Noseworthy Hall
2025 Main Conference Agenda
Friday, August 15, 2025
8:00 AM - 9:00 AM Registration
-----Session 1 -----
9:00 AM - 9:30 AM Introductions
9:30 AM - 10:00 AM Richard Bonneau, PhD - “Beyond the Funnel: Machine Learning Powered Lab-in-the-Loop for Drug Discovery”
10:00 AM - 10:30 AM Invited Talk - Faisal Mahmood, PhD
10:30 AM - 11:00 AM Moderated Discussion
11:00 AM - 11:20 AM Coffee Break
11:20 AM - 12:20 PM Poster Session A
12:20 PM - 1:20 PM Lunch Break
1:20 PM - 2:10 PM Roundtable Discussions
-----Session 2 -----
2:10 PM - 2:40 PM Invited Talk - Xiaoxi Yao, PhD, MPH
2:40 PM - 3:10 PM Maya Petersen, MD, PhD - “Causal AI for Clinical Care: Deep Causal Behavioral Policy Learning”
3:10 PM - 3:40 PM Moderated Discussion
3:40 PM- 4:00 PM Coffee Break
4:00 PM - 5:00 PM Poster Session B
5:00 PM - 6:00 PM Networking Reception
Saturday August 16, 2025
8:00 AM - 9:00 AM Breakfast
-----Session 3 -----
9:00 AM - 9:30 AM Invited Talk - Vincent Liu, MD, MSc
9:30 AM - 10:00 AM Karandeep Singh, MD, MMSc - “An AI Agenda to Modernize Healthcare Operations”
10:00 AM - 10:30 AM Moderated Discussion
10:30 AM - 10:45 AM Coffee Break
10:45 AM - 11:30 AM Roundtables
11:30 AM - 12:30 PM Lunch
12:30 PM - 2:00 PM Poster Session C
-----Session 4 -----
2:00 PM - 2:30 PM Julia Vogt, PhD - “From Models to Medicine” -
2:30 PM - 3:00 PM Chris Holmes, PhD - “Insights into multiple sclerosis progression using probabilistic machine learning”
3:00 PM - 3:30 PM Moderated Discussion
3:30 PM - 4:30 PM Feedback Session
INVITED SPEAKERS
2025 Program Chairs
General Program Chairs
Shalmali Joshi, PhD (Columbia University)
Kaivalya Deshpande, MD (NYU Langone Health)
Iñigo Urteaga, PhD (BCAM)
Finance Program Chairs
Rahul G Krishnan, PhD (Vector Institute, University of Toronto)
Sumit Chopra, PhD (NYU Langone Health)
COMMUNICATIONS PROGRAM CHAIRS
Madalina Fiterau, PhD (University of Massachusetts, Amherst)
Sonali Parbhoo, PhD (Imperial College London)
Workshop Program Chairs
Wouter A. C. van Amsterdam, MSc, MD, MSc, PhD (University Medical Center Utrecht)
Uri Shalit (Tel Aviv University)
Workflow Program Chairs
Matthew Engelhard, MD, PhD (Duke University)
Monica Agrawal (Duke University)
Shengpu Tang (Emory University)
Local Program Chairs
David Vidal, JD (Mayo Clinic)
Shauna Overgaard, PhD (Mayo Clinic)
