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Early Diagnosis of Multiple Sclerosis Using Swept-Source Optical Coherence Tomography and Convolutional Neural Networks Trained with Data Augmentation.
López-Dorado, Almudena; Ortiz, Miguel; Satue, María; Rodrigo, María J; Barea, Rafael; Sánchez-Morla, Eva M; Cavaliere, Carlo; Rodríguez-Ascariz, José M; Orduna-Hospital, Elvira; Boquete, Luciano; Garcia-Martin, Elena.
Afiliación
  • López-Dorado A; Biomedical Engineering Group, Department of Electronics, University of Alcalá, 28801 Alcalá de Henares, Spain.
  • Ortiz M; Computer Vision, Imaging and Machine Intelligence Research Group, Interdisciplinary Center for Security, Reliability and Trust (SnT), University of Luxembourg, 4365 Luxembourg, Luxembourg.
  • Satue M; Miguel Servet Ophthalmology Innovation and Research Group (GIMSO), Department of Ophthalmology, Aragon Institute for Health Research (IIS Aragon), Miguel Servet University Hospital, University of Zaragoza, 50018 Zaragoza, Spain.
  • Rodrigo MJ; Miguel Servet Ophthalmology Innovation and Research Group (GIMSO), Department of Ophthalmology, Aragon Institute for Health Research (IIS Aragon), Miguel Servet University Hospital, University of Zaragoza, 50018 Zaragoza, Spain.
  • Barea R; Biomedical Engineering Group, Department of Electronics, University of Alcalá, 28801 Alcalá de Henares, Spain.
  • Sánchez-Morla EM; Department of Psychiatry, Hospital 12 de Octubre Research Institute (i+12), 28041 Madrid, Spain.
  • Cavaliere C; Faculty of Medicine, Complutense University of Madrid, 28040 Madrid, Spain.
  • Rodríguez-Ascariz JM; Biomedical Research Networking Centre in Mental Health (CIBERSAM), 28029 Madrid, Spain.
  • Orduna-Hospital E; Biomedical Engineering Group, Department of Electronics, University of Alcalá, 28801 Alcalá de Henares, Spain.
  • Boquete L; Biomedical Engineering Group, Department of Electronics, University of Alcalá, 28801 Alcalá de Henares, Spain.
  • Garcia-Martin E; Miguel Servet Ophthalmology Innovation and Research Group (GIMSO), Department of Ophthalmology, Aragon Institute for Health Research (IIS Aragon), Miguel Servet University Hospital, University of Zaragoza, 50018 Zaragoza, Spain.
Sensors (Basel) ; 22(1)2021 Dec 27.
Article en En | MEDLINE | ID: mdl-35009710
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Tomografía de Coherencia Óptica / Esclerosis Múltiple Tipo de estudio: Diagnostic_studies / Screening_studies Límite: Humans Idioma: En Revista: Sensors (Basel) Año: 2021 Tipo del documento: Article País de afiliación: España
Texto completo
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Tomografía de Coherencia Óptica / Esclerosis Múltiple Tipo de estudio: Diagnostic_studies / Screening_studies Límite: Humans Idioma: En Revista: Sensors (Basel) Año: 2021 Tipo del documento: Article País de afiliación: España