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Development of a deep learning based image processing tool for enhanced organoid analysis

Development of a deep learning based image processing tool for enhanced organoid analysis

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_0bf27a27fe07434686b2195c1942ddcc

Development of a deep learning based image processing tool for enhanced organoid analysis

About this item

Full title

Development of a deep learning based image processing tool for enhanced organoid analysis

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2023-11, Vol.13 (1), p.19841-19841, Article 19841

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Contrary to 2D cells, 3D organoid structures are composed of diverse cell types and exhibit morphologies of various sizes. Although researchers frequently monitor morphological changes, analyzing every structure with the naked eye is difficult. Given that deep learning (DL) has been used for 2D cell image segmentation, a trained DL model may assist...

Alternative Titles

Full title

Development of a deep learning based image processing tool for enhanced organoid analysis

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_0bf27a27fe07434686b2195c1942ddcc

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_0bf27a27fe07434686b2195c1942ddcc

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-023-46485-2

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