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Accurate 3D Radiation Dose Distribution Prediction

Predict 3D radiation dose distribution from 3D medical scans and beam delivery parameters, achieving Monte Carlo accuracy in seconds. This task involves dense 3D-to-3D regression with multimodal input and strong physics constraints. The goal is to improve online adaptive radiotherapy.

Computing & Technology, Computer Science, Machine Learning