169 citations
- Universidade da CoruñaES18 papers
- Complexo Hospitalario Universitario A CoruñaES7 papers
- Complejo Hospitalario Universitario de SantiagoES2 papers
- Instituto de Investigación Sanitaria del Hospital Clínico San CarlosES2 papers
- Servicio Gallego de SaludES2 papers
- Universitat Autònoma de BarcelonaES2 papers
- Biomedical Research and Innovation Institute of CadizES1 paper
- Biomedical Research InstituteUS1 paper
- Biomedical Research Networking Center on Neurodegenerative DiseasesES1 paper
- Calar Alto ObservatoryES1 paper
- Centre de Recerca MatemàticaES1 paper
- Centro de Investigación Biomédica en Red de CáncerES1 paper
20 papers
Unsupervised training of keypoint-agnostic descriptors for flexible retinal image registration
David Rivas-Villar, Álvaro S. Hervella, José Rouco +1
Current color fundus image registration approaches are limited, among other things, by the lack of labeled data, which is even more significant in the medical domain, motivating th…
Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance
David Rivas-Villar, Álvaro S. Hervella, José Rouco +1
Retinal image registration, particularly for color fundus images, is a challenging yet essential task with diverse clinical applications. Existing registration methods for color fu…
EAP-FIDO: A Novel EAP Method for Using FIDO2 Credentials for Network Authentication
Martiño Rivera-Dourado, Christos Xenakis, Alejandro Pazos +1
The adoption of FIDO2 authentication by major tech companies in web applications has grown significantly in recent years. However, we argue FIDO2 has broader potential applications…
A Novel Protocol Using Captive Portals for FIDO2 Network Authentication
Martiño Rivera-Dourado, Marcos Gestal, Alejandro Pazos +1
FIDO2 authentication is starting to be applied in numerous web authentication services, aiming to replace passwords and their known vulnerabilities. However, this new authenticatio…
Machine Learning in management of precautionary closures caused by lipophilic biotoxins
Andres Molares-Ulloa, Enrique Fernandez-Blanco, Alejandro Pazos +1
Mussel farming is one of the most important aquaculture industries. The main risk to mussel farming is harmful algal blooms (HABs), which pose a risk to human consumption. In Galic…
Random Forest-Based Prediction of Stroke Outcome
Carlos Fernandez-Lozano, Pablo Hervella, Virginia Mato-Abad +9
We research into the clinical, biochemical and neuroimaging factors associated with the outcome of stroke patients to generate a predictive model using machine learning techniques…