High-performance detection of alcoholism by unfolding the amalgamated EEG spectra using the Random Forests method. - Thilo Rieg; Janek Frick; Marius Hitzler; Ricardo Buettner (HICSS, 2019)

High-performance detection of epilepsy in seizure-free EEG recordings: A novel machine learning approach using very specific epileptic EEG sub-bands. - Ricardo Buettner; Janek Frick; Thilo Rieg (ICIS, 2019)

Detection of schizophrenia: A machine learning algorithm for potential early detection and prevention based on event-related potentials. - Janek Frick; Thilo Rieg; Ricardo Buettner (HICSS, 2021)

Machine Learning-Based Detection of High Trait Anxiety Using Frontal Asymmetry Characteristics in Resting-State EEG Recordings. - Jan Gross; Filmon Mesgun; Janek Frick; Hermann Baumgartl; Ricardo Buettner (PACIS, 2021)