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Fernando García Gutiérrez
Fernando García Gutiérrez
Predoctoral researcher at Universidad Complutense de Madrid
在 ucm.es 的电子邮件经过验证 - 首页
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Diagnosis of Alzheimer's disease and behavioural variant frontotemporal dementia with machine learning‐aided neuropsychological assessment using feature engineering and genetic …
F Garcia‐Gutierrez, A Delgado‐Alvarez, C Delgado‐Alonso, ...
International journal of geriatric psychiatry 37 (2), 2022
302022
GA-MADRID: Design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms
F García-Gutierrez, J Díaz-Álvarez, JA Matias-Guiu, V Pytel, J Matías-Guiu, ...
Medical & Biological Engineering & Computing 60 (9), 2737-2756, 2022
192022
Genetic algorithms for optimized diagnosis of Alzheimer’s disease and Frontotemporal dementia using Fluorodeoxyglucose positron emission tomography imaging
J Díaz-Álvarez, JA Matias-Guiu, MN Cabrera-Martín, V Pytel, ...
Frontiers in aging neuroscience 13, 708932, 2022
82022
Harnessing acoustic speech parameters to decipher amyloid status in individuals with mild cognitive impairment
F García-Gutiérrez, M Marquié, N Muñoz, M Alegret, A Cano, I de Rojas, ...
Frontiers in Neuroscience 17, 1221401, 2023
42023
The synergic effect of AT (N) profiles and depression on the risk of conversion to dementia in patients with mild cognitive impairment
M Marquié, F García-Gutiérrez, A Orellana, L Montrreal, I de Rojas, ...
International Journal of Molecular Sciences 24 (2), 1371, 2023
42023
Biomarkers of Alzheimer's disease and neurodegeneration in dried blood spots—A new collection method for remote settings
H Huber, K Blennow, H Zetterberg, M Boada, A Jeromin, H Weninger, ...
Alzheimer's & Dementia 20 (4), 2340-2352, 2024
22024
Unveiling the sound of the cognitive status: Machine Learning-based speech analysis in the Alzheimer’s disease spectrum
F García-Gutiérrez, M Alegret, M Marquié, N Muñoz, G Ortega, A Cano, ...
Alzheimer's Research & Therapy 16 (1), 26, 2024
22024
FACEmemory®, an innovative online platform for episodic memory pre-screening: findings from the first 3,000 participants
M Alegret, F García-Gutiérrez, N Muñoz, A Espinosa, G Ortega, N Lleonart, ...
Journal of Alzheimer's Disease, 1-15, 2024
22024
Diagnosis of Alzheimer’s disease and frontotemporal dementia using FDG‐PET: Application of genetic algorithms
V Pytel, J Díaz‐Álvarez, MN Cabrera‐Martín, F García‐Gutiérrez, ...
Alzheimer's & Dementia 17, e052963, 2021
22021
Genetic-based patient stratification in Alzheimer’s disease
L Hernández-Lorenzo, F García-Gutiérrez, A Solbas-Casajús, ...
Scientific Reports 14 (1), 9970, 2024
12024
Predicting changes in brain metabolism and progression from mild cognitive impairment to dementia using multitask Deep Learning models and explainable AI
F García-Gutiérrez, L Hernández-Lorenzo, MN Cabrera-Martín, ...
NeuroImage 297, 120695, 2024
2024
Can we determine Alzheimer’s disease neuropathology from the finger?
H Huber, L Montoliu-Gaya, S Kern, A Dittrich, B Borroni, D Altomare, ...
Alzheimer's Association International Conference, 2024
2024
Proteogenomic Evaluation of Cerebrospinal Fluid in Alzheimer's Disease
R Puerta, P García-González, I de Rojas, C Olivé, F García-Gutiérrez, ...
Alzheimer's Association International Conference, 2024
2024
A Novel Susceptibility Locus in NFASC Highlights Oligodendrocytes and Myelination in Progressive Supranuclear Palsy Pathology
P García-González, HR Lara, Y Compta, M Fernandez, SJ van der Lee, ...
medRxiv, 2024.06. 21.24309279, 2024
2024
Macular vessel density in the superficial plexus is not a proxy of cerebrovascular damage in non-demented individuals: data from the NORFACE cohort
A García-Sánchez, O Sotolongo-Grau, JP Tartari, Á Sanabria, ...
Alzheimer's Research & Therapy 16 (1), 42, 2024
2024
Genome-wide association study and polygenic risk scores of retinal thickness across the cognitive continuum: data from the NORFACE cohort
ME Sáez, A García-Sánchez, I de Rojas, E Alarcón-Martín, J Martínez, ...
Alzheimer's Research & Therapy 16 (1), 38, 2024
2024
Head-to-head comparison of aptamer-and antibody-based proteomic platforms in human cerebrospinal fluid samples from a real-world memory clinic cohort
R Puerta, A Cano, P Garcia-Gonzalez, F Garcia-Gutierrez, M Capdevila, ...
medRxiv, 2024.07. 18.24310563, 2024
2024
Correction to: Genetic-based patient stratification in Alzheimer’s disease (Scientific Reports,(2024), 14, 1,(9970), 10.1038/s41598-024-60707-1)
L Hernández-Lorenzo, F García-Gutiérrez, A Solbas-Casajús, ...
Correction to: Genetic-based patient stratification in Alzheimer’s disease …, 2024
2024
Author Correction: Genetic-based patient stratification in Alzheimer’s disease
L Hernández-Lorenzo, F García-Gutiérrez, A Solbas-Casajús, ...
Scientific Reports 14, 2024
2024
Deep Learning For Predicting Cerebral Metabolism Changes Along The Alzheimer’s Disease Continuum
F GARCÍA-GUTIÉRREZ, L HERNÁNDEZ-LORENZO, ...
Proceedings IMCIC-International Multi-Conference on Complexity, Informatics …, 2024
2024
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