3 papers
cs.AI2025
An Automated Retrieval-Augmented Generation LLaMA-4 109B-based System for Evaluating Radiotherapy Treatment Plans
Junjie Cui, Peilong Wang, Jason Holmes +15
Purpose: To develop a retrieval-augmented generation (RAG) system powered by LLaMA-4 109B for automated, protocol-aware, and interpretable evaluation of radiotherapy treatment plan…
physics.med-ph2023
Hybrid-Supervised Deep Learning for Domain Transfer 3D Protoacoustic Image Reconstruction
Yankun Lang, Zhuoran Jiang, Leshan Sun +2
Protoacoustic imaging showed great promise in providing real-time 3D dose verification of proton therapy. However, the limited acquisition angle in protoacoustic imaging induces se…
physics.med-ph2023
Radiation-induced Acoustic Signal Denoising using a Supervised Deep Learning Framework for Imaging and Therapy Monitoring
Zhuoran Jiang, Siqi Wang, Yifei Xu +6
Radiation-induced acoustic (RA) imaging is a promising technique for visualizing radiation energy deposition in tissues, enabling new imaging modalities and real-time therapy monit…