Generating synthetic CTs from magnetic resonance images using generative adversarial networks
Sign Up to like & getrecommendations! Published in 2018 at "Medical Physics"
DOI: 10.1002/mp.13047
Abstract: PURPOSE While MR-only treatment planning using synthetic CTs (synCTs) offers potential for streamlining clinical workflow, a need exists for an efficient and automated synCT generation in the brain to facilitate near real-time MR-only planning. This… read more here.
Keywords: generative adversarial; adversarial networks; model; synthetic cts ... See more keywords
Synthetic digital reconstructed radiographs for MR-only robotic stereotactic radiation therapy: A proof of concept.
Sign Up to like & getrecommendations! Published in 2021 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2021.104917
Abstract: PURPOSE To create synthetic CTs and digital reconstructed radiographs (DRRs) from MR images that allow for fiducial visualization and accurate dose calculation for MR-only radiosurgery. METHODS We developed a machine learning model to create synthetic… read more here.
Keywords: drrs; reconstructed radiographs; digital reconstructed; proof concept ... See more keywords