Proton conformal FLASH radiotherapy must simultaneously satisfy clinical dosimetric goals and deliver ultra-high-dose-rates under machine constraints. This highly coupled optimization problem is currently addressed through manual trial-and-error, limiting pla...
Author profile
Yin Gao, PhD
Department of Radiation Oncology, University of Pennsylvania
AI-Assisted Dose and Dose Rate Optimization for Deliverable Proton Conformal Flash Radiotherapy
Poster Program · Therapy Physics
BLUE RIBBON POSTER THERAPY: Simultaneous Radiobiological Response-Guided Automatic Treatment Planning and Physician Preference Quantification In High-Dose-Rate Brachytherapy of Cervical Cancer Via Inverse Deep Reinforcement Learning
Automatic treatment planning and physician’s plan preference quantification are both critical tasks in High-dose-rate brachytherapy (HDRBT) of cervical cancer for rapidly generating high-quality plans meeting physician’s intent. This study employs inverse dee...
Poster Program · Therapy Physics
Dynamic Collimator Enhances SRS Plan Quality: Evaluation of Rapidarc Dynamic for Single-Isocenter Multi-Target (SIMT) Stereotactic Radiosurgery
RapidArc Dynamic (RAD) is a novel treatment delivery technique that combines rotational arc therapy with static angle modulated ports (STAMPs). This study evaluates the feasibility, dosimetric performance, and delivery efficiency of RAD for single-isocenter m...
Proffered Program · Therapy Physics