Fusing hand-crafted and deep-learning features in a convolutional neural network model to identify prostate cancer in pathology images

Prostate cancer can be diagnosed by prostate biopsy using transectal ultrasound guidance. The high number of pathology images from biopsy tissues is a burden on pathologists, and analysis is subjective and susceptible to inter-rater variability. The use of machine learning techniques could make pros...

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Bibliographic Details
Main Authors: Xinrui Huang, Zhaotong Li, Minghui Zhang, Song Gao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.994950/full