A Statistical Perspective on Transformers for Small Longitudinal Cohort Data
ABSTRACT Modeling of longitudinal cohort data typically involves complex temporal dependencies between multiple variables. There, the transformer architecture, which has been highly successful in language and vision applications, allows us to account for the fact that the most recently observed time points in an indivi...
Kiana Farhadyar, Maren Hackenberg, Kira Ahrens et al.
· Statistics in Medicine · 0 citations