The goal of the research roundtables is to foster discussion between the participants and senior researchers in the field on several topics of high relevance in the ML4H community. Each roundtable will have a small group of senior researchers and practitioners who are experts in the selected topics and a few junior chairs who will lead the discussion on open problems in ML4H which were crowdsourced from the community.
We will host in-person roundtables that will take place from 4:35-5:35 PM PST on December 1st and 10:25-11:30 AM PST on December 2nd, 2025 during ML4H. Participants are encouraged to pick up to 2 roundtables that they would like to join and engage in the discussion points proposed by the junior chairs and ask further questions to the senior chair.
We have a total of 7 research roundtables per day divided by topics. Each session will be split into two parts of 25 minutes, with a 10 minute break in the middle where participants can move to a different roundtable. To avoid the disruption of conversations, the participants should try to stay in the same roundtable for the extent of the 25min session.
Senior Chair: Leo Celi
Junior Chair: Huy Nghiem
Senior Chair: Rushika Fernandopulle
Junior Chair: Akshay Paruchuri
Senior Chair: Divya Shanmugam
Junior Chairs: Joanna G. Kondylis, Neha Srivastha
Senior Chair: Harry Reyes Nieva
Junior Chair: Hayoung Jeong
Senior Chair: Sumit Mukherjee
Junior Chairs: Shuvom Sadhuka, Jathurshan Pradeepkumar
Senior Chair: Shengpu Tang
Junior Chairs: Chang-uk Jeong, Tony Sun
Senior Chairs: Yun Liu, Quang Duong, Can (“John”) Kirmizi
Senior Chair: Haider Warraich
Junior Chair: Arun Kavishwar
Senior Chair: Rahul Arora
Junior Chair: Asad Aali
Senior Chair: Shalmali Joshi
Junior Chair: Katie Matton
Senior Chair: Karan Singhal
Junior Chairs: Li-Ching Chen, Xiaoke Huang
Senior Chair: Karandeep Singh
Junior Chairs: Alyssa Unell, Ayush Noori
Senior Chair: Liyue Shen
Junior Chairs: Ashwin Kumar; Anurag Vidhya
Senior Chairs: Yun Liu, Quang Duong, Can (“John”) Kirmizi
