A computer-aided diagnosis system for differentiation and delineation of malignant regions on whole-slide prostate histopathology image using spatial statistics and multidimensional DenseNet.

Chiao-Min ChenYao-Sian HuangPei-Wei FangCher-Wei LiangRuey-Feng Chang

Published in: Medical physics (2020)

We provide a detailed discussion on how our proposed system demonstrates considerable improvement compared with similar methods considered in previous researches as well as how it can be used for delineating malignant regions.

Keyphrases

prostate cancer
deep learning
benign prostatic hyperplasia
machine learning
psychometric properties