Publications of Janaina Mourão-Miranda

Journal Article (18)

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
2021
Journal Article
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
2020
Journal Article
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
Journal Article
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
Journal Article
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
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
Journal Article
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
Journal Article
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
2019
Journal Article
Donini, M., Monteiro, J. M., Pontil, M., Hahn, T., Fallgatter, A. J., Shawe-Taylor, J., & Mourão-Miranda, J. (2019). Combining heterogeneous data sources for neuroimaging based diagnosis: Re-weighting and selecting what is important. NeuroImage, 195, 215–231. https://doi.org/10.1016/j.neuroimage.2019.01.053
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