Self-supervised Representation Learning on Electronic Health Records with Graph Kernel Infomax

no code implementations • 1 Sep 2022 • Hao-Ren Yao, Nairen Cao, Katina Russell, Der-Chen Chang, Ophir Frieder, Jeremy Fineman

We propose Graph Kernel Infomax, a self-supervised graph kernel learning approach on the graphical representation of EHR, to overcome the previous problems.

Contrastive Learning Data Augmentation +1