MeWM combines a GPT-style policy, a diffusion tumor dynamics model, and a survival analysis heuristic to simulate post-treatment tumor appearance and select TACE treatment plans, improving physician F1-score by 13 points.
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Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning
MeWM combines a GPT-style policy, a diffusion tumor dynamics model, and a survival analysis heuristic to simulate post-treatment tumor appearance and select TACE treatment plans, improving physician F1-score by 13 points.