Traveling Subject approach – Harmonizing MR images

In preparation.

Case-control studies and traveling subject approach.


  • Fortin, J. P., Cullen, N., Sheline, Y. I., Taylor, W. D., Aselcioglu, I., Cook, P. A., . . . Shinohara, R. T. (2018). Harmonization of cortical thickness measurements across scanners and sites. Neuroimage, 167, 104-120. doi:10.1016/j.neuroimage.2017.11.024
  • Fortin, J. P., Parker, D., Tunc, B., Watanabe, T., Elliott, M. A., Ruparel, K., . . . Shinohara, R. T. (2017). Harmonization of multi-site diffusion tensor imaging data. Neuroimage, 161, 149-170. doi:10.1016/j.neuroimage.2017.08.047
  • Nunes, A., Schnack, H. G., Ching, C. R. K., Agartz, I., Akudjedu, T. N., Alda, M., . . . Group, E. B. D. W. (2018). Using structural MRI to identify bipolar disorders – 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group. Mol Psychiatry. doi:10.1038/s41380-018-0228-9
  • Okada, N., Fukunaga, M., Yamashita, F., Koshiyama, D., Yamamori, H., Ohi, K., . . . Hashimoto, R. (2016). Abnormal asymmetries in subcortical brain volume in schizophrenia. Mol Psychiatry, 21(10), 1460-1466. doi:10.1038/mp.2015.209
  • van Erp, T. G., Hibar, D. P., Rasmussen, J. M., Glahn, D. C., Pearlson, G. D., Andreassen, O. A., . . . Turner, J. A. (2016). Subcortical brain volume abnormalities in 2028 individuals with schizophrenia and 2540 healthy controls via the ENIGMA consortium. Mol Psychiatry, 21(4), 547-553. doi:10.1038/mp.2015.63
  • Yamashita, A., Yahata, N., Itahashi, T., Lisi, G., Yamada, T., Ichikawa, N., . . . Imamizu, H. (2019). Harmonization of resting-state functional MRI data across multiple imaging sites via the separation of site differences into sampling bias and measurement bias. PLoS Biol, 17(4), e3000042. doi:10.1371/journal.pbio.3000042