A framework called Detect is proposed to detect subtle effects of brain disorders, making it possible to delineate anomalous brain connections within specific individuals.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$29.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 digital issues and online access to articles
$99.00 per year
only $8.25 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
References
Chamberland, M. et al. Nat. Comput. Sci. https://doi.org/10.1038/s43588-021-00126-8 (2021).
Richie-Halford, A., Yeatman, J. D., Simon, N. & Rokem, A. PLoS Comput. Biol. 17, e1009136 (2021).
Yeatman, J. D., Dougherty, R. F., Myall, N. J., Wandell, B. A. & Feldman, H. M. PLoS One. 7, e49790 (2012).
Kramer, M. A. AIChE J. 37, 233–243 (1991).
Hinton, G. E. & Salakhutdinov, R. R. Science 313, 504–507 (2006).
Moyer, D., Ver Steeg, G., Tax, C. M. W. & Thompson, P. M. Magn. Reson. Med. 84, 2174–2189 (2020).
Yeatman, J. D., Richie-Halford, A., Smith, J. K., Keshavan, A. & Rokem, A. Nat. Commun. 9, 940 (2018).
Gao, J. S., Huth, A. G., Lescroart, M. D. & Gallant, J. L. Front. Neuroinform. 9, 23 (2015).
Amunts, K. et al. Science 340, 1472–1475 (2013).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The author declares no competing interests.
Rights and permissions
About this article
Cite this article
Rokem, A. Detect-ing brain anomalies with autoencoders. Nat Comput Sci 1, 569–570 (2021). https://doi.org/10.1038/s43588-021-00128-6
Published:
Issue Date:
DOI: https://doi.org/10.1038/s43588-021-00128-6