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Applying a pretrained DL-based IMPT planning workflow in an external center: A feasibility study in oropharyngeal cancer.

Ilse G van Bruggen, Anne Lisa Wolf, Michiel Kroesen, Koen Crama, Minke J Brinkman-Akker, Johannes A Langendijk, Erik W Korevaar, Stefan Both

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and OncologySep 15, 2026PMID 42744075doi:10.1016/j.radonc.2026.111782 Journal ArticlepubmedProvenance
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PubMed
Retrieved
Sep 30, 2026
Layer
normalized (units and labels harmonized; values unchanged)
Run
ING-PUBMED-20260930-000001
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PURPOSE: This study explores the feasibility of applying DL-based robustly optimized intensity modulated proton therapy (IMPT) planning in patients with oropharyngeal carcinoma (OPC) at an external center. MATERIALS AND METHODS: A U-Net deep learning model was trained to predict dose distributions…

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