QoQ-Med: Building Multimodal Clinical Foundation Models with Domain-Aware GRPO Training

NeurIPSOral2025

Authors
Wei Dai, Peilin Chen, Chanakya Ekbote, Paul Pu Liang
Affiliation
Massachusetts Institute of Technology
Venue
NeurIPS 2025
Track
Oral

TL;DR

We built a generalist clinical foundation model across both time series and vision modalities with a novel RL training algorithm named DRPO.

Opening excerpt from the authors’ abstract. source

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Topics

time series multimodal

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