This program is subject to change. All times are in Eastern Daylight Time (EDT).
Time | Title |
---|---|
8:00am | Registration |
9:00am - 9:05am | Opening Remarks |
Keynote Session I | |
9:05am - 9:35am | Hamsa Bastani, PhD, University of Pennsylvania |
9:35am - 10:05am | Samantha Kleinberg, PhD, Stevens Institute of Technology |
10:05am - 10:25am | Opening Keynotes Q&A |
10:25am - 10:45am | Coffee Break |
10:45am - 11:30am | State of ML for Health: Underloved Innovations/Rescue From Obscurity Zak Kohane, MD, PhD, Harvard University |
11:30am - 11:40am | State of ML Q&A |
11:40am - 12:40pm | Sponsor Break with Booths / Lunch Tables |
12:40pm - 1:30pm | Poster Session |
1:30pm - 3:00pm |
Tutorial: Clinical LLM "Red Teaming" Katie Link, BS, Hugging Face |
3:000pm - 3:20pm | Coffee Break |
Keynote Session II | |
3:20pm - 3:50pm | Deb Raji, BASc, UC Berkeley |
3:50pm - 4:20pm | Sanmi Koyejo, PhD, Stanford University |
4:20pm - 4:40pm | Closing Keynotes Q&A |
4:40PM - 5:40pm |
Panel: Health Economics and Behavior Kyra Gan, PhD, Cornell University, David Meltzer, MD, PhD, University of Chicago, Walter Dempsey, PhD, University of Michigan, F. Perry Wilson, MD, Yale School of Medicine |
Time | Title |
---|---|
8:00am | Registration |
9:00am - 9:05am | Opening Remarks |
9:05am - 9:50am | State of ML for Health: LLMs in Health Kyunghyun Cho, PhD, NYU |
9:50am - 10:00am | State of ML Q&A |
10:00am - 10:20am | Coffee Break |
Keynote Session III | |
10:20am - 10:50am | Nils Ghelenborg, PhD, Harvard University |
10:50am - 11:20am | State of ML for Health: LLMs in Health Noemie Elhadad, PhD, Columbia University |
11:20am - 11:30am | Opening Keynotes Q&A |
11:30am - 1:30pm | Lunch / Research Roundtables |
1:30pm - 2:15pm | State of ML for Health: Deployments & Real-world Impact Leo Celi, MD, Massachusetts Institute of Technology |
2:15pm - 2:25pm | State of ML Q&A |
2:25pm - 3:25pm |
Panel: Real Deployments, and How to Find Them Girish Nadkarni, MD, MPH, Mount Sinai, Roy Perlis, MD, Harvard University, Ashley Beecy, MD, NewYork-Presbyterian |
3:25pm - 3:35pm | Closing Remarks |
3:35m - 4:50pm | Doctoral Symposium |
Time | Title | Location |
---|---|---|
8:30am - 9:00am | Check-in and Refreshments | CSAIL 1st Floor Lobby |
9:00am - 9:05am | Opening Remarks | CSAIL Kirsch Auditorium |
Session IX: The State of Machine Learning for Health: Where Are We Now, and Where Do We Go? | ||
9:05am - 9:55am | Invited Talk on Research and Top Recent Papers from 2020-2022 Suchi Saria, PhD, Johns Hopkins University & Bayesian Health |
CSAIL Kirsch Auditorium |
9:55am - 10:45am | Invited Talk on Recent Deployments and Real-world Impact Karandeep Singh, MD, University of Michigan |
CSAIL Kirsch Auditorium |
10:45am - 11:10am | Networking Break | CSAIL 4th Floor Lobby |
11:10am - 12:00pm | Invited Talk on Under-explored Research Challenges and Opportunities Nigam Shah, MBBS, PhD, Stanford University |
CSAIL Kirsch Auditorium |
12:00pm - 12:45pm | Machine Learning for Healthcare in the Era of ChatGPT Karandeep Singh, MD, University of Michigan, Nigam Shah, MBBS, PhD, Stanford University, Saadia Gabriel, PhD, MIT, and Tristan Naumann, PhD, Microsoft Research. Moderated by Byron Wallace, PhD, Northeastern University. |
CSAIL Kirsch Auditorium |
12:45pm - 1:30pm | Lunch Break | |
Session X: Intentionally Contentious Debates | ||
1:30pm - 1:50pm | NetworkStudies: As Many Databases as Possible or Enough to Answer the Question Quickly? Christopher Chute, MD, Johns Hopkins University and Robert Platt, PhD, McGill University |
CSAIL Kirsch Auditorium |
1:50pm - 2:10pm | Data Heterogeneity: More Heterogeneous Data or Less Homogeneous Data? Tianxi Cai, ScD, Harvard Medical School and Yong Chen, PhD, University of Pennsylvania |
CSAIL Kirsch Auditorium |
2:10pm - 2:30pm | Differential Privacy vs. Synthetic Data Khaled El Emam, PhD, University of Ottawa and Li Xiong, PhD, Emory University |
CSAIL Kirsch Auditorium |
2:30pm - 3:00pm | Session XI: Research Roundtables Bridging the gap between the business of value-based care and the research of health AI, Yubin Park, PhD, ApolloMed Auditing Algorithm Performance and Equity, Alistair Johnson, DPhil, Hospital for Sick Children Data privacy: Interactive or Non-interactive?, Khaled El Emam, PhD, University of Ottawa and Li Xiong, PhD, Emory University Data Heterogeneity: More Heterogeneous Data or Less Homogeneous Data?, Tianxi Cai, ScD, Harvard Medical School and Yong Chen, PhD, University of Pennsylvania NetworkStudies: As Many Databases as Possible or Enough to Answer the Question Quickly?, Christopher Chute, MD, Johns Hopkins University and Robert Platt, PhD, McGill University |
CSAIL 4th floor Star and Kiva Rooms |
3:00pm - 3:30pm | Networking Break | CSAIL 4th Floor Lobby |
3:30pm - 4:45pm | Session XII: Doctoral Symposium | CSAIL 4th Floor Lobby |
4:45pm - 5:15pm |
Session XIII: I Can’t Believe It’s Not Better Lightning Talks David Bellamy, Bhawesh Kumar, Cindy Wang, Andrew Beam : Can pre-trained Transformers beat simple baselines on lab data? Hiba Ahsan, Silvio Amir, Byron Wallace : On the Difficulty of Disentangling Race in Representations of Clinical Notes Olga Demler : On intransitivity of win ratio and area under the receiver operating characteristics curve Wouter van Amsterdam, Rajesh Ranganath : My prediction model is super accurate so it will be useful for treatment decision making, right? Wrong! Yuan Zhao, David Benkeser, Russell Kempker : Doubly Robust Approaches for Estimating Treatment Effect in Observational Studies are not Better than G-Computation |
CSAIL Kirsch Auditorium |
5:15pm - 5:20pm | Closing Remarks | CSAIL Kirsch Auditorium |