The workshop will be held November 28th in New Orleans. Times are listed in CST.
| Time | Title | Virtual Location |
| 9:00-9:05 | Opening Remarks | |
| 9:05-9:35 | Keynote 1: Mihaela van der Schaar: Panning for insights in medicine and beyond: New frontiers in machine learning interpretability and discovery | :Livestream |
| Session: Utility & Shortcomings of XAI in Healthcare | ||
| 9:40-10:05 | Speaker: Himabindu Lakkaraju: Does Model Understanding Improve Clinical Decision Making? (with Q/A) | Livestream |
| 10:05-10:25 | Speaker: Zack Lipton: The Explanationism Crisis in Machine Learning for Healthcare | Livestream |
| 10:25-10:55 | Panel Q&A: XAI in Healthcare: Himabindu Lakkaraju, Zack Lipton & Mihaela van der Schaar | Livestream |
| 10:55-11:10 | Coffee Break | |
| 11:10-11:55 | Poster Session 1 | Gather.Town |
| 11:55-13:00 | Break for Lunch | |
| 13:00-13:55 | Research Roundtables | Zoom (or Gather.Town) |
| 14:00-14:30 | Keynote 2: Emmanuel Candes: Genomic Data Science: Some Examples of New Directions | Livestream |
| 14:35-15:05 | Nightingale/AHLI Breast Cancer Datathon Presentations | Livestream |
| 15:05-15:20 | Coffee Break | |
| Session: Paths to Practice for ML Technologies | ||
| 15:20-15:40 | Speaker: Nicola Pezzotti: From fundamental research to clinical adoption with Speed: a Philips story | Livestream |
| 15:40-16:00 | Speaker: Berkman Sahiner: Evaluation of AI/ML Enabled Medical Devices: A Regulatory Perspective | Livestream |
| 16:00-16:20 | Speaker: Edwin Fong: Machine Learning for Causal Inference in Clinical Trials | Livestream |
| 16:20-16:40 | Panel Q&A: Translation of ML: Nicola Pezzotti, Berkman Sahiner, & Edwin Fong | Livestream |
| 16:40-17:25 | Poster session 2 | Gather.Town |
| 17:25-17:55 | Keynote 3: Ben Recht: Cancer Screening: A Parable of Prediction | Livestream |
| 18:00-18:15 | Closing Remarks | Livestream |
| 18:30-20:30 | Evening Social @ Bryant Park Nola (1131 Tchoupitoulas St., New Orleans, LA 70130) |