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Evaluating the effectiveness of stain normalization techniques in automated grading of invasive duct...

Evaluating the effectiveness of stain normalization techniques in automated grading of invasive duct...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_7e5c1a4e1155482d8263c705f7005c91

Evaluating the effectiveness of stain normalization techniques in automated grading of invasive ductal carcinoma histopathological images

About this item

Full title

Evaluating the effectiveness of stain normalization techniques in automated grading of invasive ductal carcinoma histopathological images

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2023-11, Vol.13 (1), p.20518-20518, Article 20518

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Debates persist regarding the impact of Stain Normalization (SN) on recent breast cancer histopathological studies. While some studies propose no influence on classification outcomes, others argue for improvement. This study aims to assess the efficacy of SN in breast cancer histopathological classification, specifically focusing on Invasive Ductal...

Alternative Titles

Full title

Evaluating the effectiveness of stain normalization techniques in automated grading of invasive ductal carcinoma histopathological images

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_7e5c1a4e1155482d8263c705f7005c91

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_7e5c1a4e1155482d8263c705f7005c91

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-023-46619-6

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