From Reactive to Predictive: A Digital Twin Framework for Online Proton Prostate SBRT Adaptation
Online adaptive proton therapy is highly sensitive to interfractional anatomical variation, yet conventional online replanning workflows remain time‑intensive and limit routine clinical implementation, particularly for hypofractionated prostate stereotactic b...
Proffered Program · Therapy Physics
Foundation Model-Guided PET Imaging for Low-Dose Acquisition and Inter-Radiotracer Translation
Low-count PET acquisition and inter-radiotracer translation offer effective strategies to reduce radiation dose and mitigate tracer availability constraints. Recent self-supervised learning (SSL) foundation models (e.g., DINOv3) have demonstrated strong abili...
Proffered Program · Radiopharmaceuticals, Theranostics, and Nuclear Medicine
