CLARITY: Medical World Model for Guiding Treatment Decisions by Modeling Context-Aware Disease Trajectories in Latent Space. - Tianxingjian Ding; Yuanhao Zou; Chen Chen; Mubarak Shah; Yu Tian (CoRR, 2025)

Medical SAM3: A Foundation Model for Universal Prompt-Driven Medical Image Segmentation. - Chongcong Jiang; Tianxingjian Ding; Chuhan Song; Jiachen Tu; Ziyang Yan; Yihua Shao; Zhenyi Wang; Yuzhang Shang; Tianyu Han; Yu Tian (CoRR, 2026)