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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…