Fernando García‐Gutiérrez

Diagnosis of Alzheimer's disease and behavioural variant frontotemporal dementia with machine learning‐aided neuropsychological assessment using feature engineering and genetic algorithms

Fernando García‐Gutiérrez, Alfonso Delgado‐Álvarez, Cristina Delgado‐Alonso et al. · International Journal of Geriatric Psychiatry · 2021 · 49 citations

Biomarkers of Alzheimer's disease and neurodegeneration in dried blood spots—A new collection method for remote settings

Hanna Huber, Kaj Blennow, Henrik Zetterberg et al. · Alzheimer s & Dementia · 2024 · 39 citations · Full text

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‐Gutiérrez, Josefa Díaz‐Álvarez, Jordi A. Matías‐Guiu et al. · Medical & Biological Engineering & Computing · 2022 · 35 citations · Full text

Unveiling the sound of the cognitive status: Machine Learning-based speech analysis in the Alzheimer’s disease spectrum

Fernando García‐Gutiérrez, Montserrat Alegret, Marta Marquié et al. · Alzheimer s Research & Therapy · 2024 · 33 citations · Full text

Clinical value of plasma pTau181 to predict Alzheimer's disease pathology in a large real-world cohort of a memory clinic

Amanda Cano, María Luisa Sarrate Capdevila, Raquel Puerta et al. · EBioMedicine · 2024 · 33 citations · Full text