Jordi A. Matias-Guiu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 4

Top Topics

Mild Cognitive Impairment

Machine Learning

Feature Selection

Support Vector Classification

Top Venues

Medical Biol. Eng. Comput.

Publications

Fernando García-Gutierrez, Laura Hernandez-Lorenzo, María Nieves Cabrera-Martín, Jordi A. Matias-Guiu, José L. Ayala
Predicting changes in brain metabolism and progression from mild cognitive impairment to dementia using multitask Deep Learning models and explainable AI. NeuroImage 297 (2024)
Patricia Pastoriza-Domínguez, Iván González Torre, Faustino Diéguez-Vide, Isabel Gómez-Ruiz, Sandra Geladó, Joan Bello-López, Asunción Ávila-Rivera, Jordi A. Matias-Guiu, Vanesa Pytel, Antoni Hernández-Fernández
Speech pause distribution as an early marker for Alzheimer's disease. Speech Commun. 136 (2022)
Fernando García-Gutierrez, Josefa Díaz Álvarez, Jordi A. Matias-Guiu, Vanesa Pytel, Jorge Matías-Guiu, María Nieves Cabrera-Martín, José L. Ayala
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer's disease and frontotemporal dementia using genetic algorithms. Medical Biol. Eng. Comput. 60 (9) (2022)
Josefa Díaz Álvarez, Jordi A. Matias-Guiu, María Nieves Cabrera-Martín, José L. Risco-Martín, José L. Ayala
An application of machine learning with feature selection to improve diagnosis and classification of neurodegenerative disorders. BMC Bioinform. 20 (1) (2019)