Publications of Agoston Mihalik

Adams, R. A., Zor, C., Mihalik, A., Tsirlis, K., Brudfors, M., Chapman, J., Ashburner, J., Paulus, M. P., & Mourão-Miranda, J. (2024). Voxelwise multivariate analysis of brain-psychosocial associations in adolescents reveals 6 latent dimensions of cognition and psychopathology. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 9(9), 915–927. https://doi.org/10.1016/j.bpsc.2024.03.006

Ferreira, F. S., Mihalik, A., Adams, R. A., Ashburner, J., & Mourão-Miranda, J. (2022). A hierarchical Bayesian model to find brain-behaviour associations in incomplete data sets. NeuroImage, 249, Article 118854. https://doi.org/10.1016/j.neuroimage.2021.118854

Nicolaisen-Sobesky, E., Mihalik, A., Kharabian-Masouleh, S., Ferreira, F. S., Hoffstaedter, F., Schwender, H., Maleki Balajoo, S., Valk, S. L., Eickhoff, S. B., Yeo, B. T. T., Mourão-Miranda, J., & Genon, S. (2022). A cross-cohort replicable and heritable latent dimension linking behaviour to multi-featured brain structure. Communications Biology, 5, Article 1297. https://doi.org/10.1038/s42003-022-04244-5

Mihalik, A., Adams, R. A., & Huys, Q. J. M. (2020). Canonical correlation analysis for identifying biotypes of depression. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 5(5), 478–480. https://doi.org/10.1016/j.bpsc.2020.02.002

Mihalik, A., Ferreira, F. S., Moutoussis, M., Ziegler, G., Adams, R. A., Rosa, M. J., Prabhu, G., de Oliveira, L., Pereira, M., Bullmore, E. T., Fonagy, P., Goodyer, I. M., Jones, P. B., NSPN Consortium, Shawe-Taylor, J., Dolan, R. J., & Mourão-Miranda, J. (2020). Multiple holdouts with stability: Improving the generalizability of machine learning analyses of brain-behaviour relationships. Biological Psychiatry, 87(4), 368–376. https://doi.org/10.1016/j.biopsych.2019.12.001

Mihalik, A., Ferreira, F. S., Rosa, M. J., Moutoussis, M., Ziegler, G., Monteiro, J. M., Portugal, L., Adams, R. A., Romero-Garcia, R., Vértes, P. E., Kitzbichler, M. G., Váša, F., Vaghi, M. M., Bullmore, E. T., Fonagy, P., Goodyer, I. M., Jones, P. B., NSPN Consortium, Dolan, R. J., & Mourão-Miranda, J. (2019). Brain-behaviour modes of covariation in healthy and clinically depressed young people. Scientific Reports, 9, Article 11536. https://doi.org/10.1038/s41598-019-47277-3

Mihalik, A., Brudfors, M., Robu, M., Ferreira, F. S., Lin, H., Rau, A., Wu, T., Blumberg, S. B., Kanber, B., Tariq, M., Garcia, M. E., Zor, C., Nikitichev, D. I., Mourão-Miranda, J., & Oxtoby, N. P. (2019). ABCD Neurocognitive Prediction Challenge 2019: Predicting individual fluid intelligence scores from structural MRI using probabilistic segmentation and Kernel ridge regression. In K. M. Pohl, W. K. Thompson, E. Adeli, & M. G. Linguraru (Eds.), Adolescent brain cognitive development neurocognitive prediction (pp. 133–142). Springer. https://doi.org/10.1007/978-3-030-31901-4_16

Oxtoby, N. P., Ferreira, F. S., Mihalik, A., Wu, T., Brudfors, M., Lin, H., Rau, A., Blumberg, S. B., Robu, M., Zor, C., Tariq, M., Garcia, M. E., Kanber, B., Nikitichev, D. I., & Mourão-Miranda, J. (2019). ABCD Neurocognitive Prediction Challenge 2019: Predicting individual residual fluid intelligence scores from cortical grey matter morphology. In K. M. Pohl, W. K. Thompson, E. Adeli, & M. G. Linguraru (Eds.), Adolescent brain cognitive development neurocognitive prediction (pp. 114–123). Springer. https://doi.org/10.1007/978-3-030-31901-4_14

Nicolaisen-Sobesky, E., Balajoo, S. M., Mahdipour, M., Mihalik, A., Hoffstaedter, F., Mourao-Miranda, J., Tahmasian, M., Eickhoff, S. B., & Genon, S. (2024). Cardiometabolic health, cortical thickness, and neurotransmitter systems: A large-scale multivariate study. BioRxiv, June 17, 2024. https://doi.org/10.1101/2024.06.14.599066