Application of Histopathology Image Analysis Using Deep Learning Networks

Abstract As the rise in cancer cases, there is an increasing demand to develop accurate and rapid diagnostic tools for early intervention. Pathologists are looking to augment manual analysis with computer-based evaluation to develop more efficient cancer diagnostics reports. The processing of these...

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Bibliographic Details

Published in:	Human-Centric Intelligent Systems
Main Authors:	Md Shamim Hossain, Leisa J. Armstrong, David M. Cook, Pauline Zaenker
Format:	Article
Language:	English
Published:	Springer Nature 2024-07-01
Subjects:	Deep learning Histopathology image analysis Nuclei segmentation Synthetic images Segmentation application
Online Access:	https://doi.org/10.1007/s44230-024-00077-z