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Published in: Virchows Archiv 2/2019

01-08-2019 | Endometrial Cancer | News

In this issue

Published in: Virchows Archiv | Issue 2/2019

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Excerpt

This issue opens with a review on a hot topic: the use of artificial intelligence in pathology. Komura and Ishikawa (https://​doi.​org/​10.​1007/​s00428-019-02594-w) discuss machine learning techniques, notably those using deep neural (convolutional) and generative adversarial networks. The authors argue that machine learning applied to histopathological images requires special approaches, because it is somewhat of a black box and most pathologists would hesitate to make a (machine generated) diagnosis without understanding on which elements the machine diagnosis is based. Many pathologists tend to be skeptical of the capacity of this technology to classify histopathological images, exactly for this reason. The authors briefly review some applications and approaches to solve existing problems. …
Metadata
Title
In this issue
Publication date
01-08-2019
Publisher
Springer Berlin Heidelberg
Published in
Virchows Archiv / Issue 2/2019
Print ISSN: 0945-6317
Electronic ISSN: 1432-2307
DOI
https://doi.org/10.1007/s00428-019-02620-x

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