Publications of Agoston Mihalik

Journal Article (5)

2022
Journal Article
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
Journal Article
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
2020
Journal Article
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
Journal Article
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
2019
Journal Article
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

Conference Paper (2)

2019
Conference Paper
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
Conference Paper
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
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