Automated machine learning for early prediction of systemic inflammatory response syndrome in acute pancreatitis
The AutoML model using the DL algorithm is clinically significant for the early prediction of SIRS in AP.
Authors
- Li Shi (ORCID: https://orcid.org/0000-0002-5617-3766)
- Rufa Zhang
- Min Wang (ORCID: https://orcid.org/0000-0002-2285-2074)
- Xiaodan Xu (ORCID: https://orcid.org/0000-0001-8338-1600)
- Hao Zhang (ORCID: https://orcid.org/0000-0001-5624-9217)
- Shiqi Zhu
- Bo Xiang
Institutions
- Soochow University (CN)
- Second Affiliated Hospital of Soochow University (CN)
- First Affiliated Hospital of Soochow University (CN)
Publication Details
- Journal
- BMC Medical Informatics and Decision Making
- Published
- 2025-04-17
- DOI
- https://doi.org/10.1186/s12911-025-02997-7
- Citations
- 5
- Primary Topic
- Pancreatitis Pathology and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 10.03