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

Ziyang Song; Qincheng Lu; He Zhu; David L. Buckeridge; Yue Li

2024 MLHC MLHC 2024

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

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Ziyang Song, Qincheng Lu, He Zhu, David L. Buckeridge, Yue Li

Topics

Artificial Intelligence > Core AI > Foundation Models Machine Learning > Learning Types > Self-Supervised Learning Deep Learning > Architectures > Transformers

Keywords

next-token prediction attention heatmap bidirectional timely generative pre-trained transformer biosignals longitudinal clinical records previous-token prediction

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