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.

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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
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article

The simple multivariable model for predicting liver fibrosis in Vietnamese male adults: a combination of Bayesian model averaging and stepwise method

Tam Thai Thanh Tran, Nghia Nhu Nguyen, Duong Dai Ngo, Huyen Thi Ngoc Le et al.
PeerJ
Liver Disease Diagnosis and Treatment
article

The simple multivariable model for predicting liver fibrosis in Vietnamese male adults: a combination of Bayesian model averaging and stepwise method

Tam Thai Thanh Tran, Nghia Nhu Nguyen, 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
article en

Abstract

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.

PeerJVol. 14
Can Tho University (VN), Vietnam Military Medical University (VN), 108 Military Central Hospital (VN), Can Tho University of Medicine and Pharmacy
Openalex Percentile: Top 88%
Liver Disease Diagnosis and Treatment
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The simple multivariable model for predicting liver fibrosis in Vietnamese male adults: a combination of Bayesian model averaging and stepwise method — Tam Thai Thanh Tran, Nghia Nhu Nguyen, et al. · PeerJ (2026) | TGRS Research Map | TGRS