Elena Garcia-Martin
Orcid: 0000-0001-6258-2489
According to our database1,
Elena Garcia-Martin
authored at least 11 papers
between 2019 and 2024.
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Bibliography
2024
Fully automatic deep convolutional approaches for the screening of neurodegeneratives diseases using multi-view OCT images.
Artif. Intell. Medicine, 2024
3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images.
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.
IEEE J. Biomed. Health Informatics, November, 2023
Contribution to Early Diagnosis of Multiple Sclerosis using Optical Coherence Tomography and Support Vector Machine.
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.
Sensors, 2022
2021
Inf. Fusion, 2021
Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography.
Comput. Biol. Medicine, 2021
Early diagnosis of multiple sclerosis by OCT analysis using Cohen's d method and a neural network as classifier.
Comput. Biol. Medicine, 2021
2020
Empirical Mode Decomposition-Based Filter Applied to Multifocal Electroretinograms in Multiple Sclerosis Diagnosis.
Sensors, 2020
2019
Computer-Aided Diagnosis of Multiple Sclerosis Using a Support Vector Machine and Optical Coherence Tomography Features.
Sensors, 2019
A mathematical model to predict the evolution of retinal nerve fiber layer thinning in multiple sclerosis patients.
Comput. Biol. Medicine, 2019