Application of Aligned-UMAP to longitudinal biomedical studies
Anant Dadu, Vipul K. Satone, Rachneet Kaur, Mathew J. Koretsky, Hirotaka Iwaki, Yue Andy Qi, Daniel M. Ramos, Brian Avants, Jacob Y. Hesterman, Roger N. Gunn, Mark Cookson, Michael Emmerson Ward, Andrew Singleton, Roy H. Campbell, Mike A. Nalls, Faraz Faghri
This paper applies Aligned-UMAP to longitudinal biomedical datasets to reveal time-dependent patterns and provides best practices for its use.
Patterns · Jan 1, 2022Peer-reviewedBioinformatics