A Novel Classification and Regression Tree-Driven Decision Tree Combining Neutrophil-to-Lymphocyte Ratio and C-reactive Protein for Early Prognostication of Severe Acute Pancreatitis: A Prospective Vietnamese Cohort Study
The CART-derived decision tree using NLR and CRP provides an accessible and reliable tool for early SAP prediction. With performance comparable with BISAP but requiring fewer resources, this model supports rapid, evidence-based decision-making in clinical practice.
Authors
- Thong Duy Vo (ORCID: https://orcid.org/0000-0002-4151-7861)
- An Tran (ORCID: https://orcid.org/0000-0002-0677-3915)
- Tien Manh Huynh (ORCID: https://orcid.org/0000-0002-8233-8202)
- Duy Thanh Tran (ORCID: https://orcid.org/0000-0001-6483-2955)
- Yen Hoang Thi Dao
Institutions
- Cho Ray Hospital (VN)
- University of Medicine and Pharmacy at Ho Chi Minh City (VN)
- Office of Readiness and Response (US)
- University Medical Center HCMC (VN)
- HCMC Hospital of Dermato Venereology (VN)
Publication Details
- Journal
- Clinical and Translational Gastroenterology
- Published
- 2025-09-09
- DOI
- https://doi.org/10.14309/ctg.0000000000000919
- Citations
- 2
- Primary Topic
- Pancreatitis Pathology and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 4.01