Agentifying Patient Dynamics within LLMs through Interacting with Clinical World Model. - Minghao Wu; Yuting Yan; Zhenyang Cai; Ke Ji; Chuangsen Fang; Ziying Sheng; Xidong Wang; Rongsheng Wang; Hejia Zhang; Shuang Li 002; Benyou Wang; Hongyuan Zha (CoRR, 2026)