Arquitectura de Computadores y Automática
Departamento
MARÍA NIEVES
CABRERA MARTÍN
Profesora asociada de Ciencias de la Salud
Publicaciones en las que colabora con MARÍA NIEVES CABRERA MARTÍN (10)
2024
-
Deep Learning For Predicting Cerebral Metabolism Changes Along The Alzheimer’s Disease Continuum
Proceedings IMCIC - International Multi-Conference on Complexity, Informatics and Cybernetics
-
Predicting changes in brain metabolism and progression from mild cognitive impairment to dementia using multitask Deep Learning models and explainable AI
NeuroImage, Vol. 297
2022
-
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms
Medical and Biological Engineering and Computing, Vol. 60, Núm. 9, pp. 2737-2756
-
Genetic Algorithms for Optimized Diagnosis of Alzheimer’s Disease and Frontotemporal Dementia Using Fluorodeoxyglucose Positron Emission Tomography Imaging
Frontiers in Aging Neuroscience, Vol. 13
-
Identification of the main components of spontaneous speech in primary progressive aphasia and their neural underpinnings using multimodal MRI and FDG-PET imaging
Cortex, Vol. 146, pp. 141-160
2021
-
Personalized Repetitive Transcranial Magnetic Stimulation for Primary Progressive Aphasia
Journal of Alzheimer's disease : JAD, Vol. 84, Núm. 1, pp. 151-167
-
Whole-exome sequencing and C9orf72 analysis in primary progressive aphasia
Journal of Alzheimer's Disease, Vol. 80, Núm. 3, pp. 985-990
2019
-
An application of machine learning with feature selection to improve diagnosis and classification of neurodegenerative disorders
BMC Bioinformatics, Vol. 20, Núm. 1
-
Machine learning in the clinical and language characterisation of primary progressive aphasia variants
Cortex, Vol. 119, pp. 312-323
2018
-
Clustering analysis of FDG-Pet imaging in primary progressive aphasia
Frontiers in Aging Neuroscience, Vol. 10, pp. 1-12