Author

Jie Ding

2 papers indexed here

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#artificial intelligence Sep 2026

A digital-twin framework for forecasting treatment-day imaging with contour uncertainty in adaptive proton radiotherapy.

A digital-twin framework is presented that forecasts a patient's treatment-day anatomy as an ensemble of predicted CTs with propagated contours and quantifies the uncertainty of the forecast contours.

Yi-Zhou Wu, Jie Ding, Justin Roper et al. · arXiv.org · 1 citation

Open access Aug 2026

Low‐dose CT imaging using a regularization‐enhanced efficient diffusion probabilistic model

Low‐dose CT (LDCT) imaging reduces patient radiation exposure but introduces elevated noise levels that degrade image quality and undermine downstream clinical tasks such as diagnosis and quantitative analysis. Existing denoising approaches often require extensive diffusion steps that impede real‑time clinical applicab...

Qiang Li, M. Safari, Shansong Wang et al. · Medical Physics (Lancaster) · 0 citations