Publikationen von Maria J. Rosa

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

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

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

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

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