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The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented sk...

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented sk...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2088043203

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

About this item

Full title

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Publisher

London: Nature Publishing Group UK

Journal title

Scientific data, 2018-08, Vol.5 (1), p.180161-180161, Article 180161

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Training of neural networks for automated diagnosis of pigmented skin lesions is hampered by the small size and lack of diversity of available datasets of dermatoscopic images. We tackle this problem by releasing the HAM10000 (“Human Against Machine with 10000 training images”) dataset. We collected dermatoscopic images from different populations a...

Alternative Titles

Full title

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2088043203

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2088043203

Other Identifiers

ISSN

2052-4463

E-ISSN

2052-4463

DOI

10.1038/sdata.2018.161

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