A Multichannel Deep Belief Network for the Classification of EEG Data. - Alaa M. Al-kaysi; Ahmed Al-Ani; Tjeerd W. Boonstra (ICONIP (4), 2015)

Predicting brain stimulation treatment outcomes of depressed patients through the classification of EEG oscillations. - Alaa M. Al-kaysi; Ahmed Al-Ani; Colleen K. Loo; Michael Breakspear; Tjeerd W. Boonstra (EMBC, 2016)

Estimating The Quality of Electroconvulsive Therapy Induced Seizures Using Decision Tree and Fuzzy Inference System Classifiers. - Alaa M. Al-kaysi; Ahmed Al-Ani; Veronica Galvez; Colleen K. Loo; Steve Ling; Tjeerd W. Boonstra (EMBC, 2018)

Development of predictive algorithms for electrical stimulation based major depressive disorder therapy - Alaa M. Al-kaysi (2018)