A deep learning approach for converting prompt gamma images to proton dose distributions: A Monte Carlo simulation study.

Liu, Chih-Chieh

A deep learning approach for converting prompt gamma images to proton dose distributions: A Monte Carlo simulation study. [electronic resource] - Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB) Jan 2020 - 110-119 p. digital

Publication Type: Journal Article

1724-191X

10.1016/j.ejmp.2019.12.006 doi


Algorithms
Brain--diagnostic imaging
Computer Simulation
Deep Learning
Gamma Rays
Humans
Image Processing, Computer-Assisted--methods
Monte Carlo Method
Neural Networks, Computer
Phantoms, Imaging
Proton Therapy
Protons
Reproducibility of Results
Tomography, X-Ray Computed