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ORCIDJordi A. Matias-Guiu
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2020 – today
- 2024
[j4]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: 120695 (2024)- 2022
- [j3]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): 2737-2756 (2022) - [j2]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: 107-117 (2022)
2010 – 2019
- 2019
- [j1]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): 491:1-491:12 (2019)
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