Evaluation of Skin Melanoma in Spectral Range 450-950 nm Using Principal Component Analysis

D. Jakovels; I. Lihacova; I. Kuzmina; J. Spigulis

Evaluation of Skin Melanoma in Spectral Range 450-950 nm Using Principal Component Analysis

D. Jakovels^*
, I. Lihacova
, I. Kuzmina
, J. Spigulis

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research › peer-review

Abstract

Diagnostic potential of principal component analysis (PCA) of multi-spectral imaging data in the wavelength range 450-950 nm for distant skin melanoma recognition is discussed. Processing of the measured clinical data by means of PCA resulted in clear separation between malignant melanomas and pigmented nevi.

Original language	English
Title of host publication	European Conference on Biomedical Optics, ECBO 2013
Publisher	Optical Society of America
ISBN (Print)	9780819496461
Publication status	Published - 2013
Event	European Conference on Biomedical Optics, ECBO 2013 - Munich, Germany Duration: 12 May 2013 → 16 May 2013

Publication series

Name	Optics InfoBase Conference Papers
ISSN (Electronic)	2162-2701

Conference

Conference	European Conference on Biomedical Optics, ECBO 2013
Country/Territory	Germany
City	Munich
Period	12/05/13 → 16/05/13

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Melanoma
Principal component analysis
Skin
Spectral imaging

Cite this

@inproceedings{1e52dde465e6484786f74c4f87e84637,

title = "Evaluation of Skin Melanoma in Spectral Range 450-950 nm Using Principal Component Analysis",

abstract = "Diagnostic potential of principal component analysis (PCA) of multi-spectral imaging data in the wavelength range 450-950 nm for distant skin melanoma recognition is discussed. Processing of the measured clinical data by means of PCA resulted in clear separation between malignant melanomas and pigmented nevi.",

keywords = "Melanoma, Principal component analysis, Skin, Spectral imaging",

author = "D. Jakovels and I. Lihacova and I. Kuzmina and J. Spigulis",

year = "2013",

language = "English",

isbn = "9780819496461",

series = "Optics InfoBase Conference Papers",

publisher = "Optical Society of America",

booktitle = "European Conference on Biomedical Optics, ECBO 2013",

note = "European Conference on Biomedical Optics, ECBO 2013 ; Conference date: 12-05-2013 Through 16-05-2013",

}

Evaluation of Skin Melanoma in Spectral Range 450-950 nm Using Principal Component Analysis. / Jakovels, D.; Lihacova, I.; Kuzmina, I. et al.
European Conference on Biomedical Optics, ECBO 2013. Optical Society of America, 2013. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research › peer-review

TY - GEN

T1 - Evaluation of Skin Melanoma in Spectral Range 450-950 nm Using Principal Component Analysis

AU - Jakovels, D.

AU - Lihacova, I.

AU - Kuzmina, I.

AU - Spigulis, J.

PY - 2013

Y1 - 2013

N2 - Diagnostic potential of principal component analysis (PCA) of multi-spectral imaging data in the wavelength range 450-950 nm for distant skin melanoma recognition is discussed. Processing of the measured clinical data by means of PCA resulted in clear separation between malignant melanomas and pigmented nevi.

AB - Diagnostic potential of principal component analysis (PCA) of multi-spectral imaging data in the wavelength range 450-950 nm for distant skin melanoma recognition is discussed. Processing of the measured clinical data by means of PCA resulted in clear separation between malignant melanomas and pigmented nevi.

KW - Melanoma

KW - Principal component analysis

KW - Skin

KW - Spectral imaging

UR - https://www.scopus.com/pages/publications/84899734677

M3 - Conference paper

AN - SCOPUS:84899734677

SN - 9780819496461

T3 - Optics InfoBase Conference Papers

BT - European Conference on Biomedical Optics, ECBO 2013

PB - Optical Society of America

T2 - European Conference on Biomedical Optics, ECBO 2013

Y2 - 12 May 2013 through 16 May 2013

ER -

Evaluation of Skin Melanoma in Spectral Range 450-950 nm Using Principal Component Analysis

Abstract

Publication series

Conference

UN SDGs

Keywords

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