Structural correlates of psychopathological symptom dimensions in schizophrenia: A voxel-based morphometric study. - Nikolaos Koutsouleris; Christian Gaser; Markus Jäger; Ronald Bottlender; Thomas Frodl; Silvia Holzinger; Gisela J. E. Schmitt; Thomas Zetzsche; Bernhard Burgermeister; Johanna Scheuerecker; Christine Born; Maximilian Reiser; et al. (NeuroImage, 2008)

Diagnostic neuroimaging across diseases. - Stefan Klöppel; Ahmed Abdulkadir; Clifford R. Jack Jr.; Nikolaos Koutsouleris; Janaina Mourão Miranda; Prashanthi Vemuri (NeuroImage, 2012)

Using neuroimaging to help predict the onset of psychosis. - George Gifford; Nicolas Crossley; Paolo Fusar-Poli; Hugo G. Schnack; René S. Kahn; Nikolaos Koutsouleris; Tyrone D. Cannon; Philip K. McGuire (NeuroImage, 2017)

Machine Learning to Study Social Interaction Difficulties in ASD. - Alexandra Livia Georgescu; Jana Christina Koehler; Johanna Weiske; Kai Vogeley; Nikolaos Koutsouleris; Christine M. Falter-Wagner (Frontiers Robotics AI, 2019)

Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging. - Vishnu M. Bashyam; Jimit Doshi; Güray Erus; Dhivya Srinivasan; Ahmed Abdulkadir; Mohamad Habes; Yong Fan 001; Colin L. Masters; Paul Maruff; Chuanjun Zhuo; Henry Völzke; Sterling C. Johnson; et al. (CoRR, 2020)

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. - Raymond Pomponio; Güray Erus; Mohamad Habes; Jimit Doshi; Dhivya Srinivasan; Elizabeth Mamourian; Vishnu Bashyam; Ilya M. Nasrallah; Theodore D. Satterthwaite; Yong Fan 001; Lenore J. Launer; Colin L. Masters; et al. (NeuroImage, 2020)

Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes. - Junhao Wen 002; Erdem Varol; Aristeidis Sotiras; Zhijian Yang; Ganesh B. Chand; Güray Erus; Haochang Shou; Ahmed Abdulkadir; Gyujoon Hwang; Dominic B. Dwyer; Alessandro Pigoni; Paola Dazzan; et al. (Medical Image Anal., 2022)

Creating sparser prediction models of treatment outcome in depression: a proof-of-concept study using simultaneous feature selection and hyperparameter tuning. - Nicolas Rost; Tanja M. Brückl; Nikolaos Koutsouleris; Elisabeth B. Binder; Bertram Müller-Myhsok (BMC Medical Informatics Decis. Mak., 2022)

dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning. - Han Cao 001; Youcheng Zhang; Jan Baumbach; Paul R. Burton; Dominic B. Dwyer; Nikolaos Koutsouleris; Julian O. Matschinske; Yannick Marcon; Sivanesan Rajan; Thilo Rieg; Patricia Ryser-Welch; Julian Späth; et al. (Bioinform., 2022)

Multi-site External Sets Harmonization with M-ComBat: An Application to Functional Connectivity in a Normative Framework. - Inês W. Sampaio; Emma Tassi; Anna M. Bianchi; Stefan J. Borgwardt; Joseph Kambeitz; Lana Kambeitz-Ilankovic; Eva M. Meisenzahl; Raimo K. R. Salokangas; Rachel Upthegrove; Stephen J. Wood; Nikolaos Koutsouleris; Paolo Brambilla; et al. (MetroXRAINE, 2024)

Ensemble-KAN: Leveraging Kolmogorov Arnold Networks to Discriminate Individuals with Psychiatric Disorders from Controls. - Gianluca De Franceschi; Inês W. Sampaio; Stefan J. Borgwardt; Joseph Kambeitz; Lana Kambeitz-Ilankovic; Eva M. Meisenzahl; Raimo K. R. Salokangas; Rachel Upthegrove; Stephen J. Wood; Nikolaos Koutsouleris; Paolo Brambilla; Eleonora Maggioni (AMAI@MICCAI, 2024)