… prostate segmentation on mpMRI volumes [5], and in this project this has been extended to
segment the peripheral zone (PZ) and transition zones (TZ) of the prostate … of segmenting the …

… This section provides overviews of 324 4 groups of DL-based semantic segmentation
that are applied 325 in segmenting prostate regions and detecting prostate cancer. The …

… contouring alone is successful in providing reasonable prostate contours for treatment
planning. In this analysis, a total of 40 cases were semi-automatically segmented by various …

… To fairly compare an automatic segmentation with a set of manually drawn contours, we
introduce the concept of a partial Dice similarity coefficient. In this measure, we exclude the …

… In this study we present a fully automatic segmentation method for the WG and PZ on T 2
WIs. Through cropping the ROI on DWIs and cascading two fully convolutional networks on T 2 …

… prerequisite for automated prostate cancer detection based … for fast and accurate segmentation
of prostate zonal anatomy. The … methods for automatic segmentation of prostate zonal …

… the wide interindividual variety of prostate shapes make this a … neural network to automatically
segment the prostate and its … automatic segmentation of the prostate and prostate zones. …

… an automatic segmentation algorithm for prostate gland, based on generative adversarial
networks (GANs). To test our algorithm, we compared qualities and quantities of segmentation …

… In this study, we propose a new DL based method for automatic segmentation of prostate
zones by developing a fully CNN with a novel feature pyramid attention mechanism. In …

… Contours from 10 prostate patients were selected to … the prostate, bladder, rectum, femoral
heads and external patient contour. Twenty‐four clinically treated prostate patients were auto‐…