MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
Pan J,  Liu C,  Wu J,  Liu F,  Zhu J,  Li HB,  Chen C,  Ouyang C,  Rueckert D,  et al. (2026)

Preface
Sudre CH,  Hoque MI,  Mehta R,  Ouyang C,  Qin C,  Rakic M,  Wells WM,  et al. (2026)

Preface
Sudre CH,  Hoque MI,  Mehta R,  Ouyang C,  Qin C,  Rakic M,  Wells WM,  et al. (2026)

Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
Liu C,  Wan Z,  Ouyang C,  Shah A,  Bai W,  Arcucci R,  et al. (2024)

Context Label Learning: Improving Background Class Representations in Semantic Segmentation
Li Z,  Kamnitsas K,  Ouyang C,  Chen C,  Glocker B,  et al. (2022)