A mathematical model to predict the evolution of retinal nerve fiber layer thinning in multiple sclerosis patients. - Alberto Montolío; José Cegoñino; Elvira Orduna; Berta Sebastian; Elena Garcia-Martin; Amaya Pérez del Palomar (Comput. Biol. Medicine, 2019)

Computer-Aided Diagnosis of Multiple Sclerosis Using a Support Vector Machine and Optical Coherence Tomography Features. - 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 (Sensors, 2019)

Empirical Mode Decomposition-Based Filter Applied to Multifocal Electroretinograms in Multiple Sclerosis Diagnosis. - 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 (Sensors, 2020)

Early diagnosis of multiple sclerosis by OCT analysis using Cohen's d method and a neural network as classifier. - Elena Garcia-Martin; M. Ortiz del Castillo; Luciano Boquete; Eva M. Sánchez-Morla; Rafael Barea; Carlo Cavaliere; Elisa Vilades; Elvira Orduna; María Jesús Rodrigo (Comput. Biol. Medicine, 2021)

Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography. - Alberto Montolío; Alejandro Martín-Gallego; José Cegoñino; Elvira Orduna; Elisa Vilades; Elena Garcia-Martin; Amaya Pérez del Palomar (Comput. Biol. Medicine, 2021)

Diagnosis of multiple sclerosis using multifocal ERG data feature fusion. - 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 (Inf. Fusion, 2021)

Early Diagnosis of Multiple Sclerosis Using Swept-Source Optical Coherence Tomography and Convolutional Neural Networks Trained with Data Augmentation. - 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 (Sensors, 2022)

Contribution to Early Diagnosis of Multiple Sclerosis using Optical Coherence Tomography and Support Vector Machine. - F. Javier Dongil; Miguel Ortiz del Castillo; Daniel Jimeno; Victor Mayen; Elena Garcia-Martin (KES, 2023)

Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios. - Mateo Gende; Víctor Mallen; Joaquim de Moura; Beatriz Cordón; Elena Garcia-Martin; Clara I. Sánchez; Jorge Novo; Marcos Ortega 001 (IEEE J. Biomed. Health Informatics, 2023)

3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images. - Lorena Álvarez-Rodríguez; Iván García Prego; Joaquim de Moura; Ana Pueyo; Elisa Vilades; Elena Garcia-Martin; Clara I. Sánchez; Jorge Novo; Marcos Ortega 001 (KES, 2024)

Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images. - Lorena Álvarez-Rodríguez; Ana Pueyo; Joaquim de Moura; Elisa Vilades; Elena Garcia-Martin; Clara I. Sánchez; Jorge Novo; Marcos Ortega 001 (Artif. Intell. Medicine, 2024)