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  • Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models

    Bayer, J. M. M., Dinga, R., Kia, S. M., Kottaram, A. R., Wolfers, T., Lv, J., Zalesky, A., Schmaal, L. & Marquand, A., 1 Dec 2022, In: Neuroimage. 264, p. 119699 16 p., 119699.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    2 Citations (Scopus)
  • Charting brain growth and aging at high spatial precision

    Rutherford, S., Fraza, C., Dinga, R., Kia, S. M., Wolfers, T., Zabihi, M., Berthet, P., Worker, A., Verdi, S., Andrews, D., Han, L. K. M., Bayer, J. M. M., Dazzan, P., McGuire, P., Mocking, R. T., Schene, A., Sripada, C., Tso, I. F., Duval, E. R., Chang, S. E., & 12 othersPenninx, B. W. J. H., Heitzeg, M. M., Burt, S. A., Hyde, L. W., Amaral, D., Nordahl, C. W., Andreasssen, O. A., Westlye, L. T., Zahn, R., Ruhe, H. G., Beckmann, C. & Marquand, A. F., 1 Feb 2022, In: Elife. 11, p. 1-15 15 p., e72904.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    12 Citations (Scopus)
  • Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression

    Kia, S. M., Huijsdens, H., Rutherford, S., de Boer, A., Dinga, R., Wolfers, T., Berthet, P., Mennes, M., Andreassen, O. A., Westlye, L. T., Beckmann, C. F. & Marquand, A. F., 8 Dec 2022, In: PLOS ONE. 17, 12 , p. 1-29 e0278776.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    1 Citation (Scopus)
  • The normative modeling framework for computational psychiatry

    Rutherford, S., Kia, S. M., Wolfers, T., Fraza, C., Zabihi, M., Dinga, R., Berthet, P., Worker, A., Verdi, S., Ruhe, H. G., Beckmann, C. F. & Marquand, A. F., 1 Jun 2022, In: Nature Protocols. 17, 7, p. 1711-1734 24 p.

    Research output: Contribution to journalReview articlepeer-review

    7 Citations (Scopus)
  • Hierarchical Bayesian Regression for Multi-site Normative Modeling of Neuroimaging Data

    Kia, S. M., Huijsdens, H., Dinga, R., Wolfers, T., Mennes, M., Andreassen, O. A., Westlye, L. T., Beckmann, C. F. & Marquand, A. F., 29 Sept 2020, Medical Image Computing and Computer Assisted Intervention — MICCAI 2020. L. Martel, A., Stoyanov, D., A. Zuluaga, M., Racoceanu, D., Abolmaesumi, P., Mateus, D., Zhou, S. K. & Joskowicz, L. (eds.). Springer Cham, Vol. 12267. p. 699-709 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    11 Citations (Scopus)