CRISP: A causal relationships-guided deep learning framework for advanced ICU mortality prediction
Trial registration information for the WCHSU data is available on the Chinese Clinical Trial Registry website ( http://www.chictr.org.cn ), with the registration number ChiCTR1900025160. The recruitment period for the data was from August 5, 2019, to August 31, 2021.
Authors
- L. L. Wang
- Han Bao (ORCID: https://orcid.org/0000-0001-9059-8824)
- Li Zhao (ORCID: https://orcid.org/0000-0002-6297-528X)
- Yuehang Ma
- Lu Li (ORCID: https://orcid.org/0000-0003-0465-2340)
- Lihua Jiang (ORCID: https://orcid.org/0000-0002-0211-615X)
- Tao Zhu (ORCID: https://orcid.org/0009-0005-4085-921X)
- Ziliang Feng
- Xinyu Guo (ORCID: https://orcid.org/0009-0005-2560-4040)
- Haoyue Shi (ORCID: https://orcid.org/0009-0002-9404-0929)
Institutions
- Sichuan University (CN)
- West China Hospital of Sichuan University (CN)
Publication Details
- Journal
- BMC Medical Informatics and Decision Making
- Published
- 2025-04-15
- DOI
- https://doi.org/10.1186/s12911-025-02981-1
- Citations
- 6
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 14.89
Funders
- Department of Science and Technology of Sichuan Province
- Chengdu Science and Technology Bureau