GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms - García-Gutierrez, Fernando; Díaz-Álvarez, Josefa; Matias-Guiu, Jordi A.; Pytel, Vanesa; Matías-Guiu, Jorge; Cabrera-Martín, María Nieves; Ayala, José L. (Medical & biological engineering & computing, 2022)
Keywords: Alzheimer's disease; Artificial intelligence; Assessments; Bayesian analysis; Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Cognition; Computational neuroscience; Computer Applications; Data processing; Dementia; Dementia disorders; Diagnosis; Evaluation; Explainable artificial intelligence; Frontotemporal dementia; Genetic algorithms; Grammars; Human Physiology; Imaging; Learning algorithms; Machine learning; Mathematical models; Medical diagnosis; Medical imaging; Modular design; Neurodegenerative diseases; Neuroimaging; Original; Original Article; Outliers (statistics); Patients; Prediction models; Radiology; Software; Alzheimer’s disease; Neurodegenerative diseases; Frontotemporal dementia; Artificial Intelligence; Machine learning