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Multi-Class CNN for Classification of Multispectral and Autofluorescence Skin Lesion Clinical Images

Multi-Class CNN for Classification of Multispectral and Autofluorescence Skin Lesion Clinical Images

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9144655

Multi-Class CNN for Classification of Multispectral and Autofluorescence Skin Lesion Clinical Images

About this item

Full title

Multi-Class CNN for Classification of Multispectral and Autofluorescence Skin Lesion Clinical Images

Publisher

Switzerland: MDPI AG

Journal title

Journal of clinical medicine, 2022-05, Vol.11 (10), p.2833

Language

English

Formats

Publication information

Publisher

Switzerland: MDPI AG

More information

Scope and Contents

Contents

In this work, we propose to use an artificial neural network to classify limited data of clinical multispectral and autofluorescence images of skin lesions. Although the amount of data is limited, the deep convolutional neural network classification of skin lesions using a multi-modal image set is studied and proposed for the first time. The unique...

Alternative Titles

Full title

Multi-Class CNN for Classification of Multispectral and Autofluorescence Skin Lesion Clinical Images

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9144655

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9144655

Other Identifiers

ISSN

2077-0383

E-ISSN

2077-0383

DOI

10.3390/jcm11102833

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