Elena Garcia-Martin

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Multiple Sclerosis

Optical Coherence Tomography

Top Venues

Comput. Biol. Medicine

IEEE J. Biomed. Health Informatics

Publications

Mateo Gende, Víctor Mallen, Joaquim de Moura, Beatriz Cordón, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega
Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios. IEEE J. Biomed. Health Informatics 27 (11) (2023)
F. Javier Dongil, Miguel Ortiz del Castillo, Daniel Jimeno, Victor Mayen, Elena Garcia-Martin
Contribution to Early Diagnosis of Multiple Sclerosis using Optical Coherence Tomography and Support Vector Machine. KES (2023)
Almudena López-Dorado, Miguel Ortiz del Castillo, María Satue, María Jesús Rodrigo, Rafael Barea, Eva M. Sánchez-Morla, Carlo Cavaliere, José Manuel Rodríguez Ascariz, Elvira Orduna-Hospital, Luciano Boquete, Elena Garcia-Martin
Early Diagnosis of Multiple Sclerosis Using Swept-Source Optical Coherence Tomography and Convolutional Neural Networks Trained with Data Augmentation. Sensors 22 (1) (2022)
Almudena López-Dorado, Javier Pérez, María Jesús Rodrigo, Juan Manuel Miguel-Jiménez, Miguel Ortiz del Castillo, Luis de Santiago, Elena López Guillén, Roman Blanco, Carlo Cavalliere, Eva M. Sánchez-Morla, Luciano Boquete, Elena Garcia-Martin
Diagnosis of multiple sclerosis using multifocal ERG data feature fusion. Inf. Fusion 76 (2021)
Elena Garcia-Martin, M. Ortiz del Castillo, Luciano Boquete, Eva M. Sánchez-Morla, Rafael Barea, Carlo Cavaliere, Elisa Vilades, Elvira Orduna, María Jesús Rodrigo
Early diagnosis of multiple sclerosis by OCT analysis using Cohen's d method and a neural network as classifier. Comput. Biol. Medicine 129 (2021)
Alberto Montolío, Alejandro Martín-Gallego, José Cegoñino, Elvira Orduna, Elisa Vilades, Elena Garcia-Martin, Amaya Pérez del Palomar
Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography. Comput. Biol. Medicine 133 (2021)
Luis de Santiago, M. Ortiz del Castillo, Elena Garcia-Martin, María Jesús Rodrigo, Eva M. Sánchez-Morla, Carlo Cavaliere, Beatriz Cordón, Juan Manuel Miguel-Jiménez, Almudena López-Dorado, Luciano Boquete
Empirical Mode Decomposition-Based Filter Applied to Multifocal Electroretinograms in Multiple Sclerosis Diagnosis. Sensors 20 (1) (2020)
Carlo Cavaliere, Elisa Vilades, María Concepcion Alonso-Rodríguez, María Rodrigo, Luis Pablo, Juan Manuel Miguel-Jiménez, María Elena López Guillén, Eva M. Sánchez-Morla, Luciano Boquete, Elena Garcia-Martin
Computer-Aided Diagnosis of Multiple Sclerosis Using a Support Vector Machine and Optical Coherence Tomography Features. Sensors 19 (23) (2019)
Alberto Montolío, José Cegoñino, Elvira Orduna, Berta Sebastian, Elena Garcia-Martin, Amaya Pérez del Palomar
A mathematical model to predict the evolution of retinal nerve fiber layer thinning in multiple sclerosis patients. Comput. Biol. Medicine 111 (2019)