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Fernando García Gutiérrez
Fernando García Gutiérrez
Predoctoral researcher at Universidad Complutense de Madrid
Zweryfikowany adres z ucm.es - Strona główna
Tytuł
Cytowane przez
Cytowane przez
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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
442022
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 Diaz-Alvarez, JA Matias-Guiu, V Pytel, J Matías-Guiu, ...
Medical & Biological Engineering & Computing 60 (9), 2737-2756, 2022
292022
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
162024
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
132022
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
102024
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
102023
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
92023
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
52024
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 97 (3), 1173-1187, 2024
52024
Genetic-based patient stratification in Alzheimer’s disease
L Hernández-Lorenzo, F García-Gutiérrez, A Solbas-Casajús, ...
Scientific Reports 14 (1), 9970, 2024
32024
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
32024
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
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 García-González, F García-Gutiérrez, M Capdevila, ...
International Journal of Molecular Sciences 26 (1), 286, 2024
12024
Clinical value of plasma pTau181 to predict Alzheimer's disease pathology in a large real-world cohort of a memory clinic
A Cano, M Capdevila, R Puerta, J Arranz, L Montrreal, I de Rojas, ...
EBioMedicine 108, 2024
12024
Connecting genomic and proteomic signatures of amyloid burden in the brain
R Puerta, I de Rojas, P García-González, C Olivé, O Sotolongo-Grau, ...
medRxiv, 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
12024
Exploring sex differences in Alzheimer’s disease: a comprehensive analysis of a large patient cohort from a memory unit
M Rosende-Roca, F García-Gutiérrez, Y Cantero-Fortiz, M Alegret, V Pytel, ...
Alzheimer's Research & Therapy 17 (1), 1-13, 2025
2025
Data-driven prediction of regional brain metabolism using neuropsychological assessment in Alzheimer's disease and behavioral variant Frontotemporal dementia
J Díaz-Álvarez, F García-Gutiérrez, P Bueso-Inchausti, ...
Cortex 183, 309-325, 2025
2025
Proteogenomic Evaluation of Cerebrospinal Fluid in Alzheimer's Disease
R Puerta, P García‐González, I de Rojas, C Olivé, F García‐Gutiérrez, ...
Alzheimer's & Dementia 20 (Suppl 2), e086066, 2025
2025
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 & Dementia 20 (Suppl 2), e092341, 2025
2025
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