A wrapper-based approach for feature selection and classification of major depressive disorder-bipolar disorders. - Turker Tekin Erguzel; Cumhur Tas; Merve Cebi (Comput. Biol. Medicine, 2015)

Discriminating schizophrenia and schizo-obsessive disorder: a structural MRI study combining VBM and machine learning methods. - Cumhur Tas; Hazal Mogulkoc; Gul Eryilmaz; Isil Gogcegoz-Gul; Turker Tekin Erguzel; Baris Metin; Nevzat Tarhan (Neural Comput. Appl., 2018)

Anatomical connectivity changes in bipolar disorder and schizophrenia investigated using whole-brain tract-based spatial statistics and machine learning approaches. - Bernis Sutcubasi; Sinem Zeynep Metin; Turker Tekin Erguzel; Baris Metin; Cumhur Tas; Mehmet Kemal Arikan; Nevzat Tarhan (Neural Comput. Appl., 2019)

Mapping adaptation, deviance detection, and prediction error in auditory processing. - Christina Hofmann-Shen; Bob O. Vogel; Maximillian Kaffes; Armin Rudolph; Elliot C. Brown; Cumhur Tas; Martin Brüne; Andres H. Neuhaus (NeuroImage, 2020)

Multi-class classification model for psychiatric disorder discrimination. - Ilkim Ecem Emre; Çigdem Erol; Cumhur Tas; Nevzat Tarhan (Int. J. Medical Informatics, 2023)