169 citations
- Universidade da CoruñaES8 papers
- Instituto de Investigación Biomédica de A CoruñaES7 papers
- Complejo Hospitalario Universitario de SantiagoES5 papers
- Instituto de Investigación Sanitaria de SantiagoES4 papers
- Pontificia Universidad Católica de ChileCL3 papers
- Centro Oncológico de GaliciaES2 papers
- Servicio Gallego de SaludES2 papers
- Universidade de Santiago de CompostelaES2 papers
- Biomedical Research InstituteUS1 paper
- Biomedical Research Networking Center on Neurodegenerative DiseasesES1 paper
- Centro de Investigación Biomédica en Red de CáncerES1 paper
- Hospital Universitario de GetafeES1 paper
11 papers
Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning
David Vázquez-Lema, Eduardo Mosqueira-Rey, Elena Hernández-Pereira +3
This paper explores the application of Human-in-the-Loop (HITL) strategies in training machine learning models in the medical domain. In this case a doctor-in-the-loop approach is…
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…
Targeting of chondrocyte plasticity via connexin43 modulation attenuates cellular senescence and fosters a pro-regenerative environment in osteoarthritis
Marta Varela-Eirin, Adrian Varela-Vazquez, Amanda Guitian-Caamano +10
Osteoarthritis (OA), a chronic disease characterized by articular cartilage degeneration, is a leading cause of disability and pain worldwide. In OA, chondrocytes in cartilage unde…
Classification of Radiologically Isolated Syndrome and Clinically Isolated Syndrome with Machine-Learning Techniques
V Mato-Abad, A Labiano-Fontcuberta, S Rodriguez-Yanez +9
Background and purpose: The unanticipated detection by magnetic resonance imaging (MRI) in the brain of asymptomatic subjects of white matter lesions suggestive of multiple scleros…