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Towards Accurate and Reliable ICU Outcome Prediction: A Multimodal Learning Framework Based on Belief Function Theory using Structured EHRs and Free-Text Notes

Crossref DOI link: https://doi.org/10.1007/s41666-025-00219-3

Published Online: 2025-11-30

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

Authors

Ruan, Yucheng

Tan, Daniel J.

Ng, See-Kiong

Huang, Ling

Feng, Mengling
Funding

Funding for this research was provided by:

National Research Foundation Singapore (AISG-GC- 2019-001-2B)
License Information

Text and Data Mining valid from 2025-11-30

Version of Record valid from 2025-11-30
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Article History

Received: 24 February 2025

Revised: 1 September 2025

Accepted: 13 October 2025

First Online: 30 November 2025

Declarations

:

: The authors declare no competing interests.

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