Publications of Maria J. Rosa

Journal Article (4)

2020
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
2019
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
2018
Journal Article
Mano, H., Kotecha, G., Leibnitz, K., Matsubara, T., Nakae, A., Shenker, N., Shibata, M., Voon, V., Yoshida, W., Lee, M., Yanagida, T., Kawato, M., & Rosa, M. J. (2018). Classification and characterisation of brain network changes in chronic back pain: A multicenter study [version 1; referees: 3 approved]. Wellcome Open Research, 3, Article 19. https://doi.org/10.12688/wellcomeopenres.14069.1
2017
Journal Article
Taylor, J. A., Matthews, N., Michie, P. T., Rosa, M. J., & Garrido, M. I. (2017). Auditory prediction errors as individual biomarkers of schizophrenia. NeuroImage: Clinical, 15, 264–273. https://doi.org/10.1016/j.nicl.2017.04.027

Conference Paper (1)

2018
Conference Paper
Ferreira, F. S., Rosa, M. J., Moutoussis, M., Dolan, R. J., Shawe-Taylor, J., Ashburner, J., & Mourao-Miranda, J. (2018). Sparse PLS hyper-parameters optimisation for investigating brain-behaviour relationships. In 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 12-14 June 2018, Singapore (pp. 1–4). https://doi.org/10.1109/PRNI.2018.8423947
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