Deep Learning for Whole Slide Image Analysis: An Overview

The widespread adoption of whole slide imaging has increased the demand for effective and efficient gigapixel image analysis. Deep learning is at the forefront of computer vision, showcasing significant improvements over previous methodologies on visual understanding. However, whole slide images hav...

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Veröffentlicht in:	Frontiers in medicine Jg. 6; S. 264
Hauptverfasser:	Dimitriou, Neofytos, Arandjelović, Ognjen, Caie, Peter D.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Switzerland Frontiers Media SA 22.11.2019 Frontiers Media S.A
Schlagworte:	Annotations cancer computer vision Datasets Deep learning digital pathology Digitization Labeling machine learning Medical diagnosis Medical research Medicine Morphology oncology Pathology personalized pathology Scanners digital pathology personalized pathology computer vision cancer machine learning image analysis oncology
ISSN:	2296-858X, 2296-858X
Online-Zugang:	Volltext
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