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Page 1
Brain-behaviour modes of covariation in healthy and clinically depressed young people.
Mihalik A, Ferreira FS, Rosa MJ, Moutoussis M, Ziegler G, Monteiro JM, Portugal L, Adams RA, Romero-Garcia R, Vértes PE, Kitzbichler MG, Váša F, Vaghi MM, Bullmore ET, Fonagy P, Goodyer IM, Jones PB; NSPN Consortium; Dolan R, Mourão-Miranda J. Mihalik A, et al. Sci Rep. 2019 Aug 8;9(1):11536. doi: 10.1038/s41598-019-47277-3. Sci Rep. 2019. PMID: 31395894 Free PMC article.
Multiple Holdouts With Stability: Improving the Generalizability of Machine Learning Analyses of Brain-Behavior Relationships.
Mihalik A, Ferreira FS, Moutoussis M, Ziegler G, Adams RA, Rosa MJ, Prabhu G, de Oliveira L, Pereira M, Bullmore ET, Fonagy P, Goodyer IM, Jones PB; NeuroScience in Psychiatry Network (NSPN) Consortium; Shawe-Taylor J, Dolan R, Mourão-Miranda J. Mihalik A, et al. Biol Psychiatry. 2020 Feb 15;87(4):368-376. doi: 10.1016/j.biopsych.2019.12.001. Epub 2019 Dec 10. Biol Psychiatry. 2020. PMID: 32040421 Free PMC article.
Canonical Correlation Analysis for Identifying Biotypes of Depression.
Mihalik A, Adams RA, Huys Q. Mihalik A, et al. Biol Psychiatry Cogn Neurosci Neuroimaging. 2020 May;5(5):478-480. doi: 10.1016/j.bpsc.2020.02.002. Epub 2020 Feb 13. Biol Psychiatry Cogn Neurosci Neuroimaging. 2020. PMID: 32224000 No abstract available.
Canonical Correlation Analysis and Partial Least Squares for Identifying Brain-Behavior Associations: A Tutorial and a Comparative Study.
Mihalik A, Chapman J, Adams RA, Winter NR, Ferreira FS, Shawe-Taylor J, Mourão-Miranda J; Alzheimer’s Disease Neuroimaging Initiative. Mihalik A, et al. Biol Psychiatry Cogn Neurosci Neuroimaging. 2022 Nov;7(11):1055-1067. doi: 10.1016/j.bpsc.2022.07.012. Epub 2022 Aug 8. Biol Psychiatry Cogn Neurosci Neuroimaging. 2022. PMID: 35952973 Free article. Review.
A cross-cohort replicable and heritable latent dimension linking behaviour to multi-featured brain structure.
Nicolaisen-Sobesky E, Mihalik A, Kharabian-Masouleh S, Ferreira FS, Hoffstaedter F, Schwender H, Maleki Balajoo S, Valk SL, Eickhoff SB, Yeo BTT, Mourao-Miranda J, Genon S. Nicolaisen-Sobesky E, et al. Among authors: mihalik a. Commun Biol. 2022 Nov 26;5(1):1297. doi: 10.1038/s42003-022-04244-5. Commun Biol. 2022. PMID: 36435870 Free PMC article.
Causal Inference in Audiovisual Perception.
Mihalik A, Noppeney U. Mihalik A, et al. J Neurosci. 2020 Aug 19;40(34):6600-6612. doi: 10.1523/JNEUROSCI.0051-20.2020. Epub 2020 Jul 15. J Neurosci. 2020. PMID: 32669354 Free PMC article.
Molecular and micro-architectural mapping of gray matter alterations in psychosis.
García-San-Martín N, Bethlehem RAI, Mihalik A, Seidlitz J, Sebenius I, Alemán-Morillo C, Dorfschmidt L, Shafiei G, Ortiz-García de la Foz V, Merritt K, David A, Morgan SE, Ruiz-Veguilla M, Ayesa-Arriola R, Vázquez-Bourgon J, Alexander-Bloch A, Misic B, Bullmore ET, Suckling J, Crespo-Facorro B; Lifespan Brain Chart Consortium; Romero-García R. García-San-Martín N, et al. Among authors: mihalik a. Mol Psychiatry. 2024 Sep 12. doi: 10.1038/s41380-024-02724-0. Online ahead of print. Mol Psychiatry. 2024. PMID: 39266711
Voxelwise Multivariate Analysis of Brain-Psychosocial Associations in Adolescents Reveals 6 Latent Dimensions of Cognition and Psychopathology.
Adams RA, Zor C, Mihalik A, Tsirlis K, Brudfors M, Chapman J, Ashburner J, Paulus MP, Mourão-Miranda J. Adams RA, et al. Among authors: mihalik a. Biol Psychiatry Cogn Neurosci Neuroimaging. 2024 Sep;9(9):915-927. doi: 10.1016/j.bpsc.2024.03.006. Epub 2024 Apr 6. Biol Psychiatry Cogn Neurosci Neuroimaging. 2024. PMID: 38588854 Free article.
21 results