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Author profile
Jonathan G. Li, PhD
University of Florida
Deep Learning-Based Estimation of Minimal Editing Margins for Online Adaptive MR-Linac Prostate SIB
Online adaptive prostate SIB treatment on the Unity MR-Linac is challenged by the limited robustness of deformable image registration (DIR)-based contour propagation. This study investigates the use of a deep learning (DL) dose prediction model to guide the d...
Poster Program · Therapy Physics
Rapid and Explainable Dibh Patient Selection Using Fully Automated, Planning-Free Deep Learning Framework In Left-Sided Whole-Breast Radiotherapy
Simple clinical criteria for deep inspiration breath-hold (DIBH) eligibility in left-sided whole-breast radiotherapy, such as the ability to sustain a 20-30 second breath-hold, are commonly used but do not reliably predict dosimetric benefit. Robust assessmen...
Poster Program · Therapy Physics