Jordi A. Matias-Guiu

According to our database, Jordi A. Matias-Guiu authored at least 5 papers between 2019 and 2025.

Collaborative distances:

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

2025

Deep multimodal learning for domain-level cognitive decline prediction in Alzheimer's disease.

Fernando García-Gutierrez, Jordi A. Matias-Guiu, José L. Ayala

Frontiers Artif. Intell., 2025

2024

Predicting changes in brain metabolism and progression from mild cognitive impairment to dementia using multitask Deep Learning models and explainable AI.

Fernando García-Gutierrez, Laura Hernandez-Lorenzo, María Nieves Cabrera-Martín, Jordi A. Matias-Guiu, José L. Ayala

NeuroImage, 2024

2022

Speech pause distribution as an early marker for Alzheimer's disease.

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 Commun., 2022

GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer's disease and frontotemporal dementia using genetic algorithms.

Fernando García-Gutierrez, Josefa Díaz Álvarez, Jordi A. Matias-Guiu, Vanesa Pytel, Jorge Matías-Guiu, María Nieves Cabrera-Martín, José L. Ayala

Medical Biol. Eng. Comput., 2022

2019

An application of machine learning with feature selection to improve diagnosis and classification of neurodegenerative disorders.

Josefa Díaz Álvarez, Jordi A. Matias-Guiu, María Nieves Cabrera-Martín, José L. Risco-Martín, José L. Ayala

BMC Bioinform., 2019