Radiol Artif Intell 2022 Mar 26;4(2):e210151. Epub 2022 Jan 26.
Departments of Imaging Physics (J.W.S.), Radiation Physics (R.J.K.), Radiation Oncology (C.T., H.M., S.J.F.), Diagnostic Radiology (A.M.V.), and Biostatistics (H.D.T.), The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX 77030.
The segmentation of the prostate and surrounding organs at risk (OARs) is a necessary workflow step for performing dose-volume histogram analyses of prostate radiation therapy procedures. Low-dose-rate prostate brachytherapy (LDRPBT) is a curative prostate radiation therapy treatment that delivers a single fraction of radiation over a period of days. Prior studies have demonstrated the feasibility of fully convolutional networks to segment the prostate and surrounding OARs for LDRPBT dose-volume histogram analyses. Read More