Publications of Janaina Mourão-Miranda

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

Brown, C., Story, G. W., Mourão-Miranda, J., & Baker, J. T. (2021). Will artificial intelligence eventually replace psychiatrists? The British Journal of Psychiatry, 218(3), 131–134. https://doi.org/10.1192/bjp.2019.245

Browning, M., Carter, C. S., Chathame, C., Ouden, H. D., Gillan, C. M., Baker, J. T., Chekroud, A. M., Cools, R., Dayan, P., Gold, J., Goldstein, R. Z., Hartley, C. A., Kepecs, A., Lawson, R. P., Mourão-Miranda, J., Phillips, M. L., Pizzagalli, D. A., Powers, A., Rindskopf, D., Roiser, J. P., Schmack, K., Schiller, D., Sebold, M., Stephan, K. E., Frank, M. J., Huys, Q. J. M., & Paulus, M. (2020). Realizing the clinical potential of computational psychiatry: Report from the Banbury Center Meeting, February 2019. Biological Psychiatry, 88(2), e5–e10. https://doi.org/10.1016/j.biopsych.2019.12.026

Fernandes Jr, O., Portugal, L. C. L., de Cássia S. Alves, R., Arruda-Sanchez, T., Volchan, E., Pereira, M. G., Mourão-Miranda, J., & Oliveira, L. (2020). How do you perceive threat? It’s all in your pattern of brain activity. Brain Imaging and Behavior, 14, 2251–2266. https://doi.org/10.1007/s11682-019-00177-6

Fernandes Jr, O., Portugal, L. C. L., de Cássia S. Alves, R., Arruda-Sanchez, T., Volchan, E., Pereira, M. G., Mourão-Miranda, J., & Oliveira, L. (2020). Correction to: How do you perceive threat? It’s all in your pattern of brain activity. Brain Imaging and Behavior, 14, 2267–2268. https://doi.org/10.1007/s11682-019-00202-8

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

Schulz, M.-A., Yeo, B. T. T., Vogelstein, J. T., Mourão-Miranda, J., Kather, J. N., Kording, K., Richards, B., & Bzdok, D. (2020). Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets. Nature Communications, 11, Article 4238. https://doi.org/10.1038/s41467-020-18037-z

Wang, H.-T., Smallwood, J., Mourão-Miranda, J., Xia, C. H., Satterthwaite, T. D., Bassett, D. S., & Bzdok, D. (2020). Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists. NeuroImage, 216, Article 116745. https://doi.org/10.1016/j.neuroimage.2020.116745