The simple multivariable model for predicting liver fibrosis in Vietnamese male adults: a combination of Bayesian model averaging and stepwise method
The current prevalence of liver fibrosis among Vietnamese male adults was found to be 19.9%, and the developed risk prediction model effectively identifies high-risk individuals, enabling early diagnosis and targeted prevention, particularly in resource-limited settings. However, the lack of external validation and the sample restricted to Vietnamese male adults limit the generalizability of the model, which should be further evaluated in other populations.
Authors
- Tam Thai Thanh Tran (ORCID: https://orcid.org/0000-0003-0145-6686)
- Nghia Nhu Nguyen (ORCID: https://orcid.org/0009-0001-1490-0291)
- Duong Dai Ngo
- Huyen Thi Ngoc Le
- Hao Minh Pham
- Bao The Nguyen
- Hung Thanh Kim
- Duy Khanh Tran Nguyen
- Hoang Nhat Dang
- Tan Ngoc Huynh Mai
Institutions
- Can Tho University (VN)
- Vietnam Military Medical University (VN)
- 108 Military Central Hospital (VN)
- Can Tho University of Medicine and Pharmacy
Publication Details
- Journal
- PeerJ
- Published
- 2026-01-14
- DOI
- https://doi.org/10.7717/peerj.20435
- Primary Topic
- Liver Disease Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00