Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal - Hosseinifard, Behshad; Moradi, Mohammad Hassan; Rostami, Reza (Computer methods and programs in biomedicine, 2013)
Keywords: Adult; Algorithms; Artificial Intelligence; Biological and medical sciences; Brain Mapping - methods; Computer Simulation; Correlation dimension; Depression; Depression - diagnosis; Depression - physiopathology; Detrended fluctuation analysis; Discriminant Analysis; EEG; Electroencephalography - methods; Female; Fractals; Higuchi fractal; Humans; Internal Medicine; Least-Squares Analysis; Logistic Models; Lyapunov exponent; Male; Medical sciences; Middle Aged; Models, Statistical; Other; Radiotherapy. Instrumental treatment. Physiotherapy. Reeducation. Rehabilitation, orthophony, crenotherapy. Diet therapy and various other treatments (general aspects); Reproducibility of Results; Signal Processing, Computer-Assisted; Software; Technology. Biomaterials. Equipments. Material. Instrumentation; Detrended fluctuation analysis; Depression; Higuchi fractal; Correlation dimension; EEG; Lyapunov exponent; Electroencephalography; Biomedical engineering