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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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Detalles Bibliográficos
Autores principales: Senaras, Caglar, Niazi, M. Khalid Khan, Lozanski, Gerard, Gurcan, Metin N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201886/
https://www.ncbi.nlm.nih.gov/pubmed/30359393
http://dx.doi.org/10.1371/journal.pone.0205387