Publikationen von Janaina Mourão-Miranda

Zeitschriftenartikel (16)

2022
Zeitschriftenartikel
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
2021
Zeitschriftenartikel
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
Zeitschriftenartikel
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
Zeitschriftenartikel
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
Zeitschriftenartikel
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
Zeitschriftenartikel
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
Zeitschriftenartikel
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
Zeitschriftenartikel
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
Zeitschriftenartikel
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
Zeitschriftenartikel
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

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