Self-supervised multimodal neuroimaging yields predictive representations for a spectrum of Alzheimer's phenotypes

1 code implementation • 7 Sep 2022 • Alex Fedorov, Eloy Geenjaar, Lei Wu, Tristan Sylvain, Thomas P. DeRamus, Margaux Luck, Maria Misiura, R Devon Hjelm, Sergey M. Plis, Vince D. Calhoun

Coarse labels do not capture the long-tailed spectrum of brain disorder phenotypes, which leads to a loss of generalizability of the model that makes them less useful in diagnostic settings.

Self-Supervised Learning