physics.med-ph · 2026-08-28 · No. 98

Medical Physics, 2026-08-28.

1 new papers in physics.med-ph. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Dose-PlanNet: Physics Based Radiotherapy Dose Prediction with Deep Learning

    Ankit Bhattacharjee, Sougata Maity, Santam Chakraborty, Indranil Mallick

    physics.med-ph · cs.CV · cs.LG

    Automating prostate radiotherapy treatment planning is dosimetrically complex, particularly for extreme hypofractionated regimens. In this study, we introduce Dose-PlanNet, a physics-guided 3D deep learning architecture designed to predict dose distributions. This model's performance was evaluated on a cohort of patients treated in a prospective trial where two different dose fractionation regimens were employed. Dose-PlanNet achieved...

    arxiv.org/abs/2608.26901 · PDF

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