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

Crossref DOI link: https://doi.org/10.1007/s12539-025-00749-9

Published Online: 2025-09-17

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Li, Zeming

Xu, Yu

Chowdhury, Debajyoti

Yip, Hip Fung

Wang, Chonghao

Zhang, Lu
Funding

Funding for this research was provided by:

Guangdong-Hong Kong Technology Cooperation Funding Scheme (GHX/133/20SZ)

Young Collaborative Research grant (C2004-23Y)

Health and Medical Research Fund (11221026)

Hong Kong Baptist University
License Information

Text and Data Mining valid from 2025-09-17

Version of Record valid from 2025-09-17
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Article History

Received: 6 January 2025

Revised: 4 July 2025

Accepted: 5 July 2025

First Online: 17 September 2025

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