My publications

Not fully complete, see my Google Scholar here

Bayer, J. M.M., Dinga, R., Kia, S. M., Kottaram, A. R., Wolfers, T., Lv, J., … & Marquand, A. (2021). Accommodating site variation in neuroimaging data using hierarchical and Bayesian models. bioRxiv Submitted to NeuroImage.

Gau R*, Noble S*, Heuer K*, Bottenhorn KL*, Bilgin IP*, Yang YF*, Huntenburg JM*, Bayer JMM*, Bethlehem RAI*, Rhoads SA, Vogelbacher C, Borghesani V, Levitis E, Wang HT, Van Den Bossche S, Kobeleva X, Legarreta JH, Guay S, Atay SM, Varoquaux GP, Huijser DC, Sandström MS, Herholz P, Nastase SA, Badhwar A, Dumas G, Schwab S, Moia S, Dayan M, Bassil Y, Brooks PP, Mancini M, Shine JM, O’Connor D, Xie X, Poggiali D, Friedrich P, Heinsfeld AS, Riedl L, Toro R, Caballero-Gaudes C, Eklund A, Garner KG, Nolan CR, Demeter DV, Barrios FA, Merchant JS, McDevitt EA, Oostenveld R, Craddock RC, Rokem A, Doyle A, Ghosh SS, Nikolaidis A, Stanley OW, Uruñuela E; Brainhack Community. Brainhack: Developing a culture of open, inclusive, community-driven neuroscience. Neuron. 2021 Jun 2;109(11):1769-1775. doi: 10.1016/j.neuron.2021.04.001. Epub 2021 Apr 30. PMID: 33932337. *shared first author

Richard Dinga, Charlotte J. Fraza, Johanna M.M. Bayer, Seyed Mostafa Kia, Christian F.Beckmann, Andre F. Marquand (2021). Normative modeling of neuroimaging data using generalized additive models of location scale and shape. bioRxiv https://doi.org/10.1101/2021.06.14.448106

Rutherford, S., Fraza, C., Dinga, R., Kia, S. M., Wolfers, T., Zabihi, M., … Bayer, J.M.M … & Marquand, A. F. (2022). Charting brain growth and aging at high spatial precision. Elife, 11, e72904.

Levitis, E., van Praag, C. G., Gau, R., Heunis, S., DuPre, E., Kiar, G., … Bayer, J.M.M …& Maumet, C. (2021). Centering inclusivity in the design of online conferences. PsyArXiv. https://psyarxiv.com/vj5tu

Lv, J., Di Biase, M., Cash, R. F., Cocchi, L., Cropley, V., Klauser, P., Tian, Y. Bayer, J. … & Rathi, Y. (2020). (2020). Individual deviations from normative models of brain structure in a large cross-sectional schizophrenia cohort. Molecular Psychiatry, 1-12. https://doi.org/10.1038/s41380-020-00882-5

Schmaal, L., Han, L., Bayer, J., Marquand, A., Dinga, R., Cole, J., … & Thompson, P. (2019). 87. Deviations From Normative Age-Brain Associations in Over 3,000 Individuals With Major Depressive Disorder. Biological Psychiatry, 85(10), https://doi.org/10.1016/j.biopsych.2019.03.101

Stephan, K. E., Petzschner, F. H., Kasper, L., Bayer, J., Wellstein, K. V., Stefanics, G., … & Heinzle, J. (2019). Laminar fMRI and computational theories of brain function. Neuroimage, 197, 699-706. https://doi.org/10.1016/j.neuroimage.2017.11.001