Simon Lin

Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis

2021

The claims data, containing medical codes, services information, and incurred expenditure, can be a good resource for estimating an individual's health condition and medical risk level. In this study, we developed Transformer-based Multimodal AutoEncoder (TMAE), …