DeepFocus: Detection of out-of-focus regions in whole slide digital images using deep learning.

The development of whole slide scanners has revolutionized the field of digital pathology. Unfortunately, whole slide scanners often produce images with out-of-focus/blurry areas that limit the amount of tissue available for a pathologist to make accurate diagnosis/prognosis. Moreover, these artifac...

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Bibliographic Details
Main Authors: Caglar Senaras, M Khalid Khan Niazi, Gerard Lozanski, Metin N Gurcan
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC6201886?pdf=render