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Effects of dimension reduction of hyperspectral images in skin gross pathology

Effects of dimension reduction of hyperspectral images in skin gross pathology

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2780064176

Effects of dimension reduction of hyperspectral images in skin gross pathology

About this item

Full title

Effects of dimension reduction of hyperspectral images in skin gross pathology

Publisher

England: John Wiley & Sons, Inc

Journal title

Skin research and technology, 2023-02, Vol.29 (2), p.e13270-n/a

Language

English

Formats

Publication information

Publisher

England: John Wiley & Sons, Inc

More information

Scope and Contents

Contents

Background
Hyperspectral imaging (HSI) is an emerging modality for the gross pathology of the skin. Spectral signatures of HSI could discriminate malignant from benign tissue. Because of inherent redundancies in HSI and in order to facilitate the use of deep‐learning models, dimension reduction is a common preprocessing step. The effects of dime...

Alternative Titles

Full title

Effects of dimension reduction of hyperspectral images in skin gross pathology

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_2780064176

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2780064176

Other Identifiers

ISSN

0909-752X

E-ISSN

1600-0846

DOI

10.1111/srt.13270

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