Richard Dinga PhD
Researcher
TSHD: Tilburg School of Humanities and Digital Sciences
TSHD: Department of Cognitive Science and Artificial Intelligence
Recent publications
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Accommodating site variation in neuroimaging data using normative and…
Bayer, J. M. M., Dinga, R., Kia, S. M., Kottaram, A. R., Wolfers, T., Lv, J., Zalesky, A., Schmaal, L., & Marquand, A. (2022). Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models. Neuroimage, 264, 119699. Article 119699. -
Closing the life-cycle of normative modeling using federated hierarch…
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. (2022). Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression. PLOS ONE, 17(12 ), 1-29. Article e0278776. -
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., ... Marquand, A. F. (2022). Charting brain growth and aging at high spatial precision. Elife, 11, 1-15. Article e72904. -
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. (2022). The normative modeling framework for computational psychiatry. Nature Protocols, 17(7), 1711-1734. -
Hierarchical Bayesian Regression for Multi-site Normative Modeling of…
Kia, S. M., Huijsdens, H., Dinga, R., Wolfers, T., Mennes, M., Andreassen, O. A., Westlye, L. T., Beckmann, C. F., & Marquand, A. F. (2020). Hierarchical Bayesian Regression for Multi-site Normative Modeling of Neuroimaging Data. In A. L. Martel , D. Stoyanov, M. A. Zuluaga, D. Racoceanu, P. Abolmaesumi, D. Mateus, S. K. Zhou, & L. Joskowicz (Eds.), Medical Image Computing and Computer Assisted Intervention — MICCAI 2020 (Vol. 12267, pp. 699-709). Springer Cham.