Selected Publications
Rachel L. Smith, Agoston Mihalik, Nirmala Akula, ..., Francis J. McMahon (2025). A neuro-immune axis of transcriptomic dysregulation within the subgenual anterior cingulate cortex in schizophrenia. bioRxiv.
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Laura E. Suárez, Agoston Mihalik, Filip Milisav, ..., Bratislav Misic (2024). Connectome-based reservoir computing with the conn2res toolbox. Nature Communications 15: 656.
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Agoston Mihalik, James Chapman, Rick A. Adams, ..., Janaina Mourão-Miranda (2022). Canonical Correlation Analysis and Partial Least Squares for Identifying Brain–Behavior Associations: A Tutorial and a Comparative Study. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 7: 1055-1067.
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Agoston Mihalik, Fabio S. Ferreira, Michael Moutoussis, ..., Janaina Mourão-Miranda (2020). Multiple Holdouts With Stability: Improving the Generalizability of Machine Learning Analyses of Brain–Behavior Relationships. Biological Psychiatry 87: 368-376.
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Agoston Mihalik, Mikael Brudfors, Maria Robu, ..., Neil P. Oxtoby (2019). ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression. Lecture Notes in Computer Science 11791: 133-142.
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