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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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Bibliografske podrobnosti
izdano v:PLoS One
Main Authors: Senaras, Caglar, Niazi, M. Khalid Khan, Lozanski, Gerard, Gurcan, Metin N.
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2018
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6201886/
https://ncbi.nlm.nih.gov/pubmed/30359393
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0205387
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