Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025.

Emily Alsentzer Marie-Laure Charpignon Bill Chen Niharika D'Souza Jason A. Fries Yixing Jiang Aparajita Kashyap Chanwoo Kim Simon A. Lee Aishwarya Mandyam Ashery Christopher Mbilinyi Nikita Mehandru Nitish Nagesh Brighton Nuwagira Emma Pierson Arvind Pillai Akane Sano Tanveer F. Syeda-Mahmood Shashank Yadav Elias Adhanom Muhammad Umar Afza Amelia Archer Suhana Bedi Vasiliki Bikia Trenton Chang George H. Chen Winston Chen Erica Chiang Edward Choi 0003 Octavia Ciora Paz Dozie-Nnamah Shaza Elsharief Matthew Engelhard Ali Eshragh Jean Feng Josh Fessel Scott L. Fleming Kei Sen Fong Thomas Frost Soham Gadgil Judy Gichoya Leeor Hershkovich Sujeong Im Bhavya Jain Vincent Jeanselme Furong Jia 0002 Qixuan Jin Yuxuan Jin Daniel Kapash Geetika Kapoor Behdokht Kiafar Matthias Kleiner Stefan Kraft Annika Kumar Daeun Kyung Zhongyuan Liang Joanna Lin Qianchu Liu Chang Liu Hongzhou Luan Chris Lunt Leopoldo Julian Lechuga López Matthew B. A. McDermott Shahriar Noroozizadeh Connor O'Brien YongKyung Oh Mixail Ota Stephen Pfohl Meagan Pi Tanmoy Sarkar Pias Emma Rocheteau Avishaan Sethi Toru Shirakawa Anita Silver Neha Simha Kamile Stankeviciute Max Sunog Peter Szolovits Shengpu Tang Jialu Tang Aaron Tierney John Valdovinos Byron Wallace Will Ke Wang Peter Washington 0001 Jeremy C. Weiss Daniel Wolfe Emily Wong Hye Sun Yun Xiaoman Zhang Xiao Yu Cindy Zhang Hayoung Jeong Kaveri A. Thakoor Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025. 2025 October abs/2510.15217 CoRR https://doi.org/10.48550/arXiv.2510.15217 db/journals/corr/corr2510.html#abs-2510-15217 streams/journals/corr