Generative Adversarial Networks to enhance decision support in digital pathology

Histopathological evaluation and Gleason grading on Hematoxylin and Eosin(H&E) stained specimens is the clinical standard in grading prostate cancer. Recently, deep learning models have been trained to assist pathologists in detecting prostate cancer. However, these predictions could be impr...

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Bibliographic Details
Main Author: De Biase, Alessia
Format: Others
Language:English
Published: Linköpings universitet, Statistik och maskininlärning 2019
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-158486