Multi-source data integration

Causal Transformer for Learning Embeddings from Structured Medical History Records and Multi-Source Data Integration for Complex Disease Risk Prediction

A multi-source integration framework for disease risk prediction that uses causal Transformer to learn embeddings from medical history records combined with genetic, lifestyle, and physical data.

Zeming Li, Yu Xu 许煜, Debajyoti Chowdhury, Hip Fung Yip, Chonghao Wang, Lu Zhang