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physics.med-ph2025
Generalizable dose denoising using diffusion transformer framework for pencil beam scanning proton therapy
Yuzhen Ding, Jason Holmes, Hongying Feng +15
Background and purpose: Intensity-modulated proton therapy (IMPT) enables conformal dose delivery for head and neck (H&N) cancers. However, its sensitivity to inter-fractional anat…
physics.med-ph2023
Benchmarking a foundation LLM on its ability to re-label structure names in accordance with the AAPM TG-263 report
Jason Holmes, Lian Zhang, Yuzhen Ding +7
Purpose: To introduce the concept of using large language models (LLMs) to re-label structure names in accordance with the American Association of Physicists in Medicine (AAPM) Tas…