Please use this identifier to cite or link to this item:
http://hdl.handle.net/10553/63415
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Fabelo Gómez, Himar Antonio | en_US |
dc.contributor.author | Carretero, Gregorio | en_US |
dc.contributor.author | Almeida Martín, Pablo Julio | en_US |
dc.contributor.author | García Romero, Leví Aday | en_US |
dc.contributor.author | Hernandez González, Javier Aday | en_US |
dc.contributor.author | Godtliebsen, Fred | en_US |
dc.contributor.author | Melian, Veronica | en_US |
dc.contributor.author | Martínez Vega, Beatriz | en_US |
dc.contributor.author | Beltran, Patricia | en_US |
dc.contributor.author | Ortega Sarmiento, Samuel | en_US |
dc.contributor.author | Mele Marrero, Margarita | en_US |
dc.contributor.author | Marrero Callicó, Gustavo Iván | en_US |
dc.contributor.author | Sarmiento Rodríguez, Roberto | en_US |
dc.contributor.author | Castano, Irene | en_US |
dc.date.accessioned | 2020-01-22T09:53:43Z | - |
dc.date.available | 2020-01-22T09:53:43Z | - |
dc.date.issued | 2019 | en_US |
dc.identifier.isbn | 978-1-7281-5459-6 | en_US |
dc.identifier.issn | 2471-6170 | en_US |
dc.identifier.uri | http://hdl.handle.net/10553/63415 | - |
dc.description.abstract | This paper presents the development of a dermatological acquisition system based on hyperspectral (HS) imaging for the assistance in the diagnosis of pigmented skin lesions (PSLs). The developed system is able to capture HS images of 50×50 pixels and 125 spectral bands in the VNIR (Visual and Near Infrared) region between 450 and 950 nm, using a cold light halogen illumination device. The system is able to capture images of a size of 12×12 mm in less than 1 second. Employing this system, a preliminary database of 49 HS images of PSLs from 36 patients was generated. The data was labeled in four different classes and classified using a supervised machine learning method optimized by means of a genetic algorithm. The results obtained in these preliminary experiments demonstrate the potential of the developed system to perform a rapid and accurate assistance in the skin cancer diagnosis task during clinical routine practice | en_US |
dc.language | eng | en_US |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | en_US |
dc.relation | Identificación Hiperespectral de Tumores Cerebrales (Ithaca) | en_US |
dc.relation | Plataforma H2/Sw Distribuida Para El Procesamiento Inteligente de Información Sensorial Heterogenea en Aplicaciones de Supervisión de Grandes Espacios Naturales | en_US |
dc.source | 2019 XXXIV Conference on Design of Circuits and Integrated Systems (DCIS 2019) | en_US |
dc.subject | 3314 Tecnología médica | en_US |
dc.title | Dermatologic Hyperspectral Imaging System for Skin Cancer Diagnosis Assistance | en_US |
dc.type | info:eu-repo/semantics/conferenceObject | en_US |
dc.type | conferenceObject | en_US |
dc.relation.conference | 34th Conference on Design of Circuits and Integrated Systems, DCIS 2019 | en_US |
dc.identifier.doi | 10.1109/DCIS201949030.2019.8959869 | en_US |
dc.description.lastpage | 6 | en_US |
dc.description.firstpage | 1 | en_US |
dc.investigacion | Ingeniería y Arquitectura | en_US |
dc.type2 | Actas de congresos | en_US |
dc.utils.revision | Sí | en_US |
dc.identifier.ulpgc | Sí | en_US |
dc.contributor.buulpgc | BU-ING | en_US |
item.grantfulltext | none | - |
item.fulltext | Sin texto completo | - |
crisitem.project.principalinvestigator | Marrero Callicó, Gustavo Iván | - |
crisitem.project.principalinvestigator | López Suárez, Sebastián Miguel | - |
crisitem.event.eventsstartdate | 20-11-2019 | - |
crisitem.event.eventsenddate | 22-11-2019 | - |
crisitem.author.dept | GIR IUMA: Diseño de Sistemas Electrónicos Integrados para el procesamiento de datos | - |
crisitem.author.dept | IU de Microelectrónica Aplicada | - |
crisitem.author.dept | Departamento de Ciencias Médicas y Quirúrgicas | - |
crisitem.author.dept | GIR IOCAG: Geografía, Medio Ambiente y Tecnologías de la Información Geográfica | - |
crisitem.author.dept | IU de Oceanografía y Cambio Global | - |
crisitem.author.dept | GIR IUMA: Diseño de Sistemas Electrónicos Integrados para el procesamiento de datos | - |
crisitem.author.dept | IU de Microelectrónica Aplicada | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.dept | GIR IUMA: Diseño de Sistemas Electrónicos Integrados para el procesamiento de datos | - |
crisitem.author.dept | IU de Microelectrónica Aplicada | - |
crisitem.author.dept | GIR Discourse, Communication and Society | - |
crisitem.author.dept | GIR IUMA: Diseño de Sistemas Electrónicos Integrados para el procesamiento de datos | - |
crisitem.author.dept | IU de Microelectrónica Aplicada | - |
crisitem.author.dept | Departamento de Ingeniería Electrónica y Automática | - |
crisitem.author.dept | GIR IUMA: Diseño de Sistemas Electrónicos Integrados para el procesamiento de datos | - |
crisitem.author.dept | IU de Microelectrónica Aplicada | - |
crisitem.author.dept | Departamento de Ingeniería Electrónica y Automática | - |
crisitem.author.orcid | 0000-0002-9794-490X | - |
crisitem.author.orcid | 0000-0002-4985-9073 | - |
crisitem.author.orcid | 0000-0001-7835-9660 | - |
crisitem.author.orcid | 0000-0002-7519-954X | - |
crisitem.author.orcid | 0000-0001-7375-5816 | - |
crisitem.author.orcid | 0000-0002-3784-5504 | - |
crisitem.author.orcid | 0000-0002-4843-0507 | - |
crisitem.author.parentorg | IU de Microelectrónica Aplicada | - |
crisitem.author.parentorg | IU de Oceanografía y Cambio Global | - |
crisitem.author.parentorg | IU de Microelectrónica Aplicada | - |
crisitem.author.parentorg | IU de Microelectrónica Aplicada | - |
crisitem.author.parentorg | Departamento de Filología Moderna, Traducción e Interpretación | - |
crisitem.author.parentorg | IU de Microelectrónica Aplicada | - |
crisitem.author.parentorg | IU de Microelectrónica Aplicada | - |
crisitem.author.fullName | Fabelo Gómez, Himar Antonio | - |
crisitem.author.fullName | Almeida Martín, Pablo Julio | - |
crisitem.author.fullName | García Romero, Leví Aday | - |
crisitem.author.fullName | Martínez Vega, Beatriz | - |
crisitem.author.fullName | Ortega Sarmiento,Samuel | - |
crisitem.author.fullName | Mele Marrero,Margarita | - |
crisitem.author.fullName | Marrero Callicó, Gustavo Iván | - |
crisitem.author.fullName | Sarmiento Rodríguez, Roberto | - |
Appears in Collections: | Actas de congresos |
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