Bidirectional Generative Pre-training for Improving Healthcare Time-series Representation Learning

Ziyang Song, Qincheng Lu, He Zhu +2

Learning time-series representations for discriminative tasks, such as classification and regression, has been a long-standing challenge in the healthcare domain. Current pre-train…