Please use this identifier to cite or link to this item: http://hdl.handle.net/2445/157651
Title: Visible and extended near-infrared multispectral imaging for skin cancer diagnosis
Author: Rey Barroso, Laura
Burgos Fernández, Francisco J.
Delpueyo, Xana
Ares, Miguel
Royo, Santiago
Malvehy, J. (Josep)
Puig Sardá, Susana
Vilaseca, Meritxell
Keywords: Càncer de pell
Diagnòstic per la imatge
Malalties de la pell
Skin cancer
Diagnostic imaging
Skin diseases
Issue Date: 5-May-2018
Publisher: MDPI
Abstract: With the goal of diagnosing skin cancer in an early and noninvasive way, an extended near infrared multispectral imaging system based on an InGaAs sensor with sensitivity from 995 nm to 1613 nm was built to evaluate deeper skin layers thanks to the higher penetration of photons at these wavelengths. The outcomes of this device were combined with those of a previously developed multispectral system that works in the visible and near infrared range (414 nm⁻995 nm). Both provide spectral and spatial information from skin lesions. A classification method to discriminate between melanomas and nevi was developed based on the analysis of first-order statistics descriptors, principal component analysis, and support vector machine tools. The system provided a sensitivity of 78.6% and a specificity of 84.6%, the latter one being improved with respect to that offered by silicon sensors.
Note: Reproducció del document publicat a: https://doi.org/10.3390/s18051441
It is part of: Sensors, 2018, vol. 18, num. 5, p. E1441
URI: http://hdl.handle.net/2445/157651
Related resource: https://doi.org/10.3390/s18051441
ISSN: 1424-8220
Appears in Collections:Articles publicats en revistes (Medicina)
Articles publicats en revistes (IDIBAPS: Institut d'investigacions Biomèdiques August Pi i Sunyer)

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