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

^*Šī darba korespondējošais autors

Zinātniskās darbības rezultāts: Nodaļa grāmatā/enciklopēdijā/konferences krājumā › Konferences zinātniskais raksts › Pētniecība › koleģiāli recenzēts

Kopsavilkums

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.

Oriģinālvaloda	Angļu
Publikācijas avota nosaukums	European Conference on Biomedical Optics, ECBO 2013
Izdevējs	Optical Society of America
ISBN (Drukātā versija)	9780819496461
Publikācijas statuss	Publicēts - 2013
Pasākums	European Conference on Biomedical Optics, ECBO 2013 - Munich, Vācija Ilgums: 12 maijs 2013 → 16 maijs 2013

Publikāciju sērijas

Nosaukums	Optics InfoBase Conference Papers
ISSN (Elektroniskā versija)	2162-2701

Konference

Konference	European Conference on Biomedical Optics, ECBO 2013
Valsts/Teritorija	Vācija
Pilsēta	Munich
Periods	12/05/13 → 16/05/13

ANO IAM

Šis izpildes rezultāts palīdz sasniegt šādus ANO ilgtspējīgas attīstības mērķus (IAM)

3. IAM — Laba Veselība un Labbūtība

Citi faili un saites

Saite uz publikāciju Scopus

Citēt šo

@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. u.c.
European Conference on Biomedical Optics, ECBO 2013. Optical Society of America, 2013. (Optics InfoBase Conference Papers).

Zinātniskās darbības rezultāts: Nodaļa grāmatā/enciklopēdijā/konferences krājumā › Konferences zinātniskais raksts › Pētniecība › koleģiāli recenzēts

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

Kopsavilkums

Publikāciju sērijas

Konference

ANO IAM

Citi faili un saites

Nospiedums

Citēt šo