Elena Garcia-Martin

13 papers B 3Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automatic identification of neurodegenerative diseases with 3D point cloud-based analysis using geometric deep learning in OCT retinal images. Biomed. Signal Process. Control. Lorena Álvarez-Rodríguez, Ana Pueyo, Joaquim de Moura, Iván García Prego, Elisa Vilades, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega
2025	B	`conf`	Geometric Deep Learning for Essential Tremor Screening Using OCT-Derived 3D Point Clouds. IJCNN Lorena Álvarez-Rodríguez, Joaquim de Moura, Elisa Vilades, Elena Garcia-Martin, Jorge Novo, Marcos Ortega
2024	B	`conf`	3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images. KES Lorena Álvarez-Rodríguez, Iván García Prego, Joaquim de Moura, Ana Pueyo, Elisa Vilades, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega
2024	J	`jnl`	Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images. Artif. Intell. Medicine Lorena Álvarez-Rodríguez, Ana Pueyo, Joaquim de Moura, Elisa Vilades, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega
2023	J	`jnl`	Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios. IEEE J. Biomed. Health Informatics Mateo Gende, Víctor Mallen, Joaquim de Moura, Beatriz Cordón, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega
2023	B	`conf`	Contribution to Early Diagnosis of Multiple Sclerosis using Optical Coherence Tomography and Support Vector Machine. KES F. Javier Dongil, Miguel Ortiz del Castillo, Daniel Jimeno, Victor Mayen, Elena Garcia-Martin
2022	J	`jnl`	Early Diagnosis of Multiple Sclerosis Using Swept-Source Optical Coherence Tomography and Convolutional Neural Networks Trained with Data Augmentation. Sensors 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
2021	J	`jnl`	Diagnosis of multiple sclerosis using multifocal ERG data feature fusion. Inf. 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
2021	J	`jnl`	Early diagnosis of multiple sclerosis by OCT analysis using Cohen's d method and a neural network as classifier. Comput. Biol. Medicine Elena Garcia-Martin, M. Ortiz del Castillo, Luciano Boquete, Eva M. Sánchez-Morla, Rafael Barea, Carlo Cavaliere, Elisa Vilades, Elvira Orduna, María Jesús Rodrigo
2021	J	`jnl`	Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography. Comput. Biol. Medicine Alberto Montolío, Alejandro Martín-Gallego, José Cegoñino, Elvira Orduna, Elisa Vilades, Elena Garcia-Martin, Amaya Pérez del Palomar
2020	J	`jnl`	Empirical Mode Decomposition-Based Filter Applied to Multifocal Electroretinograms in Multiple Sclerosis Diagnosis. Sensors 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
2019	J	`jnl`	A mathematical model to predict the evolution of retinal nerve fiber layer thinning in multiple sclerosis patients. Comput. Biol. Medicine Alberto Montolío, José Cegoñino, Elvira Orduna, Berta Sebastian, Elena Garcia-Martin, Amaya Pérez del Palomar
2019	J	`jnl`	Computer-Aided Diagnosis of Multiple Sclerosis Using a Support Vector Machine and Optical Coherence Tomography Features. Sensors 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