A Bayesian network-based predictive model for postoperative delirium following coronary artery bypass grafting
This study successfully constructed a BN predictive model for postoperative delirium following CABG, demonstrating robust predictive performance and high interpretability.
Authors
- Jin Zhang (ORCID: https://orcid.org/0000-0002-3806-0338)
- Wenyan Xiao (ORCID: https://orcid.org/0000-0001-6253-2414)
- Qi Li
- Yu Liu (ORCID: https://orcid.org/0000-0002-5603-2971)
- Yang Zhang (ORCID: https://orcid.org/0000-0001-6886-5893)
- Lei Xu (ORCID: https://orcid.org/0009-0001-6428-6672)
- Min Yang (ORCID: https://orcid.org/0000-0001-8338-9725)
Institutions
- Anhui University (CN)
- Anhui Medical University (CN)
- Second Affiliated Hospital of Anhui Medical University (CN)
Publication Details
- Journal
- BMC Psychiatry
- Published
- 2025-08-26
- DOI
- https://doi.org/10.1186/s12888-025-07299-w
- Citations
- 1
- Primary Topic
- Intensive Care Unit Cognitive Disorders
- Type
- article
- Field-Weighted Citation Impact
- 1.55
Funders
- National Natural Science Foundation of China