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physics.med-ph2025
A physics-informed, plug-and-play dose engine for gradient-based radiotherapy treatment planning
Attila Simkó, Matthias Kronsteiner, Simon Glatzer +11
Radiotherapy treatment planning remains a time-intensive iterative process requiring expert intervention in commercial treatment planning system (TPS). While machine learning appro…
physics.med-ph2017
Fast PET Scan Tumor Segmentation using Superpixels, Principal Component Analysis and K-means Clustering
Yeman B. Hagos, Vu H. Minh, Saed Khawaldeh +2
Positron Emission Tomography scan images are extensively used in radiotherapy planning, clinical diagnosis, assessment of growth and treatment of a tumor. These all rely on fidelit…