Visible and extended near-infrared multispectral imaging for skin cancer diagnosis
Visualitza/Obre
https://doi.org/10.3390/books978-3-03897-371-3
Inclou dades d'ús des de 2022
Cita com:
hdl:2117/345978
Tipus de documentCapítol de llibre
Data publicació2019-01
Condicions d'accésAccés obert
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Reconeixement 3.0 Espanya
ProjecteINGENIERIA FOTONICA PARA EL DIAGNOSTICO, SEGUIMIENTO Y TRATAMIENTO DE ENFERMEDADES OCULARES Y SANGUINEAS (AEI-DPI2017-89414-R)
BIOFOTONICA Y TECNOLOGIA DE IMAGEN HIPERESPECTRAL APLICADAS A LA SALUD VISUAL Y A LA INVESTIGACION DEL CANCER DE PIEL (MINECO-DPI2014-56850-R)
BIOFOTONICA Y TECNOLOGIA DE IMAGEN HIPERESPECTRAL APLICADAS A LA SALUD VISUAL Y A LA INVESTIGACION DEL CANCER DE PIEL (MINECO-DPI2014-56850-R)
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.
CitacióRey, L. [et al.]. Visible and extended near-infrared multispectral imaging for skin cancer diagnosis. A: "Optical methods in sensing and imaging for medical and biological applications". 2019, p. 186-200.
ISBN978-3-03897-370-6
Versió de l'editorhttps://www.mdpi.com/books/pdfview/book/1107
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visibleandextended.pdf | 3,208Mb | Visualitza/Obre |