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HI-MViT: A lightweight model for explainable skin disease classification based on modified MobileViT

HI-MViT: A lightweight model for explainable skin disease classification based on modified MobileViT

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e64c31342b1949389a9dce4f56bf0b1a

HI-MViT: A lightweight model for explainable skin disease classification based on modified MobileViT

About this item

Full title

HI-MViT: A lightweight model for explainable skin disease classification based on modified MobileViT

Publisher

London, England: SAGE Publications

Journal title

Digital health, 2023-01, Vol.9, p.20552076231207197

Language

English

Formats

Publication information

Publisher

London, England: SAGE Publications

More information

Scope and Contents

Contents

Objective
To develop an explainable lightweight skin disease high-precision classification model that can be deployed to the mobile terminal.
Methods
In this study, we present HI-MViT, a lightweight network for explainable skin disease classification based on Modified MobileViT. HI-MViT is mainly composed of ordinary convolution, Improved-...

Alternative Titles

Full title

HI-MViT: A lightweight model for explainable skin disease classification based on modified MobileViT

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_e64c31342b1949389a9dce4f56bf0b1a

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e64c31342b1949389a9dce4f56bf0b1a

Other Identifiers

ISSN

2055-2076

E-ISSN

2055-2076

DOI

10.1177/20552076231207197

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