Study of Artificial Intelligence Models Applied to the Analysis of Electroencephalograms in Alzheimer’s Disease

Alzheimer’s disease (AD) is the most common type of dementia. It is a neurodegenerative disorder that gradually destroys brain cells causing loss of memory and cognitive abilities, as well as confusion, disorientation, and communication problems. Although a definitive diagnosis of this disease is on...

• Main Author: Martínez Arias, Paola Nathaly (author)
• Format: bachelorThesis
• Language: eng
• Published: 2020
• Subjects: Alzheimer’s Disease; Electroencephalogram (EEG); Feature selection; Power Spectral Density (PSD); Higuchi’s Fractal Dimension (HFD); Feed Forward Neural Net- work (FFNN); Alzheimer; Electroencefalograma (EEG); Selección de características; Densidad espectral de potencia (PSD); Dimensión fractal de Higuchi (HFD); Red neuronal alimentada hacia adelante (FFNN).
• Online Access: http://repositorio.yachaytech.edu.ec/handle/123456789/123