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National University of Singapore

Rank #644 · 1 unique linked submissions.

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Poster GPD-T-28 Poster Program
Fast Generation of Deliverable Proton Plans Via Deep Unrolling Networks

Proton PBS treatment planning relies on iterative numerical optimization and is time-consuming. Deep learning enables rapid inference and therefore has the potential for fast prediction of beamlet intensities from anatomical imaging inputs (e.g., CT voxels an...

Hui JiQilong Guo
Therapy Physics