Direct three-dimensional segmentation of prostate glands with nnU-Net.

Rui Wang Sarah S L ChowRobert B SerafinWeisi XieQinghua HanElena BaraznenokLydia LanKevin W Bishop Jonathan T C Liu

Published in: Journal of biomedical optics (2024)

Our trained DL-based 3D segmentation model will facilitate future studies to demonstrate the value of computational 3D pathology for guiding critical treatment decisions for patients with prostate cancer.

Keyphrases

prostate cancer
deep learning
convolutional neural network
radical prostatectomy
machine learning
benign prostatic hyperplasia
combination therapy