Publications of Janaina Mourão-Miranda

Journal Article (15)

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
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
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
Journal Article
Portugal, L. C. L., Schrouff, J., Stiffler, R., Bertocci, M., Bebko, G., Chase, H., Lockovitch, J., Aslam, H., Graur, S., Greenberg, T., Pereira, M., Oliveira, L., Phillips, M., & Mourão-Miranda, J. (2019). Predicting anxiety from wholebrain activity patterns to emotional faces in young adults: A machine learning approach. NeuroImage: Clinical, 23, Article 101813. https://doi.org/10.1016/j.nicl.2019.101813
2018
Journal Article
Schrouff, J., Monteiro Jőo M., Portugal, L. C. L., Rosa Maria Jőo, Phillips, C., & Mourão-Miranda, J. (2018). Embedding anatomical or functional knowledge in whole-brain multiple kernel learning models. Neuroinformatics, 16(1), 117–143. https://doi.org/10.1007/s12021-017-9347-8
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