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Inter-organ correlation based multi-task deep learning model for dynamically predicting functional deterioration in multiple organ systems of ICU patients

Crossref DOI link: https://doi.org/10.1186/s13040-025-00445-w

Published Online: 2025-04-16

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

Authors

Zeng, Zhixuan

Liu, Yang

Yao, Shuo

Lin, Minjie

Cai, Xu

Nan, Wenbin

Xie, Yiyang

Gong, Xun
Funding

Funding for this research was provided by:

Natural Science Foundation of Hunan Province (2022JJ30796, 2023JJ60079)

National Natural Science Foundation of China (82100624)

Beijing Union Medical Fund - Rui E (Ruiyi) Emergency Medical Research Fund (22222012012)

Scientific Research Program of Hunan Provincial Health Commission (202310007453)
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Text and Data Mining valid from 2025-04-16

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Article History

Received: 22 October 2024

Accepted: 4 April 2025

First Online: 16 April 2025

Declarations

:

: This study was an analysis of third-party deidentified publicly available databases with pre-existing ethical review board (ERB) approval.

: The authors declare no competing interests.

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