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Lymphocyte detection for cancer analysis using a novel fusion block based channel boosted CNN

Lymphocyte detection for cancer analysis using a novel fusion block based channel boosted CNN

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_4a69517eafc54f8688b49cfa1d7210bc

Lymphocyte detection for cancer analysis using a novel fusion block based channel boosted CNN

About this item

Full title

Lymphocyte detection for cancer analysis using a novel fusion block based channel boosted CNN

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2023-08, Vol.13 (1), p.14047-14047, Article 14047

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Tumor-infiltrating lymphocytes, specialized immune cells, are considered an important biomarker in cancer analysis. Automated lymphocyte detection is challenging due to its heterogeneous morphology, variable distribution, and presence of artifacts. In this work, we propose a novel Boosted Channels Fusion-based CNN “BCF-Lym-Detector” for lymphocyte...

Alternative Titles

Full title

Lymphocyte detection for cancer analysis using a novel fusion block based channel boosted CNN

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_4a69517eafc54f8688b49cfa1d7210bc

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_4a69517eafc54f8688b49cfa1d7210bc

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-023-40581-z

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