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Quality control stress test for deep learning-based diagnostic model in digital pathology

Quality control stress test for deep learning-based diagnostic model in digital pathology

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8592835

Quality control stress test for deep learning-based diagnostic model in digital pathology

About this item

Full title

Quality control stress test for deep learning-based diagnostic model in digital pathology

Publisher

New York: Nature Publishing Group US

Journal title

Modern pathology, 2021-12, Vol.34 (12), p.2098-2108

Language

English

Formats

Publication information

Publisher

New York: Nature Publishing Group US

More information

Scope and Contents

Contents

Digital pathology provides a possibility for computational analysis of histological slides and automatization of routine pathological tasks. Histological slides are very heterogeneous concerning staining, sections’ thickness, and artifacts arising during tissue processing, cutting, staining, and digitization. In this study, we digitally reproduce m...

Alternative Titles

Full title

Quality control stress test for deep learning-based diagnostic model in digital pathology

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8592835

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8592835

Other Identifiers

ISSN

0893-3952

E-ISSN

1530-0285

DOI

10.1038/s41379-021-00859-x

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