Elena Garcia-Martin

According to our database, Elena Garcia-Martin authored at least 13 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Automatic identification of neurodegenerative diseases with 3D point cloud-based analysis using geometric deep learning in OCT retinal images.

Lorena Álvarez-Rodríguez, Ana Pueyo, Joaquim de Moura, Iván García Prego, Elisa Vilades, Elena Garcia-Martin, Clara I. Sánchez, Jorge Novo, Marcos Ortega

Biomed. Signal Process. Control., 2026

2025

Geometric Deep Learning for Essential Tremor Screening Using OCT-Derived 3D Point Clouds.

Lorena Álvarez-Rodríguez, Joaquim de Moura, Elisa Vilades, Elena Garcia-Martin, Jorge Novo, Marcos Ortega

Proceedings of the International Joint Conference on Neural Networks, 2025

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

Artif. Intell. Medicine, 2024

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

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

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

IEEE J. Biomed. Health Informatics, November, 2023

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

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022

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

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

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

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

2020

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

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

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