3 papers
physics.med-ph2026
Feasibility of a General-Purpose Deep Learning Dose Engine: A Multi-Site Validation Study
Yao Zhao, Ka Ho Tam, Raphael Douglas +6
Conventional radiotherapy dose calculation algorithms are often computationally slow and non-differentiable, creating bottlenecks for online adaptive radiotherapy (ART) and limitin…
physics.med-ph2025
Review: Adaptive Radiation Therapy for Head and Neck Cancer
Lucas McCullum, Sonali J. Joshi, Brandon M. Godinich +13
The future of ART in head and neck cancer is just beginning. Novel technologies have pushed the boundary of what is possible in terms of techniques to identify biomarkers for adapt…
cs.CV2025
Modality-agnostic, patient-specific digital twins modeling temporally varying digestive motion
Jorge Tapias Gomez, Nishant Nadkarni, Lando S. Bosma +7
Objective: Clinical implementation of deformable image registration (DIR) requires voxel-based spatial accuracy metrics such as manually identified landmarks, which are challenging…