Maie Bachmann

Methods for classifying depression in single channel EEG using linear and nonlinear signal analysis

Maie Bachmann, Laura Päeske, Kaia Kalev et al. · Computer Methods and Programs in Biomedicine · 2017 · 225 citations

Neurophysiology, Computational Neuroscience, Mood Symptom +15

Audiovisual emotion recognition in wild

Egils Avots, Tomasz Sapiński, Maie Bachmann et al. · Machine Vision and Applications · 2018 · 156 citations · Full text

Music, Audiovisual Emotion Recognition, Engineering +17

Spectral Asymmetry and Higuchi’s Fractal Dimension Measures of Depression Electroencephalogram

Maie Bachmann, Jaanus Lass, Anna Suhhova et al. · Computational and Mathematical Methods in Medicine · 2013 · 103 citations · Full text

Affective Neuroscience, Neurophysiological Biomarkers, Eeg Frequency Bands +17

Single channel EEG analysis for detection of depression

Maie Bachmann, Jaanus Lass, Hiie Hinrikus · Biomedical Signal Processing and Control · 2016 · 100 citations

Psychiatry, Neurophysiology, Eeg Signal Processing +7

Electroencephalographic spectral asymmetry index for detection of depression

Hiie Hinrikus, Anna Suhhova, Maie Bachmann et al. · Medical & Biological Engineering & Computing · 2009 · 94 citations

Neuropsychology, Psychiatry, Mood Symptom +9