Noninvasive prediction of esophagogastric varices in hepatitis B: An extreme gradient boosting model based on ultrasound and serology

doi:10.3748/wjg.v31.i13.104697

Advanced Search

BPG is committed to discovery and dissemination of knowledge

Home / Archive / Volume 31, Issue 13

This Article

Academic Content and Language Evaluation of This Article

CrossCheck and Google Search of This Article

Academic Rules and Norms of This Article

Supplementary Materials of This Article

Citation of this article

Corresponding Author of This Article

Research Domain of This Article

Article-Type of This Article

Open-Access Policy of This Article

Times Cited Counts in Google of This Article

Number of Hits and Downloads for This Article

Total Article Views (388)

All Articles published online

The chart showing PDF series, HTML series, Figures (1-9) series, Tables (1-3) series.

Item

Count

PDF

HTML

213

Figures (1-9)

Tables (1-3)

Sum=326

Publishing Process of This Article

The chart showing Browse series, Download series.

Item

Count

Browse

Download

Sum=39

Apr 7, 2025 (publication date) through Apr 9, 2025

Times Cited of This Article

Times Cited (0)

Journal Information of This Article

Publication Name

World Journal of Gastroenterology

ISSN

1007-9327

Publisher of This Article

Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA

Retrospective Study

World J Gastroenterol. Apr 7, 2025; 31(13): 104697
Published online Apr 7, 2025. doi: 10.3748/wjg.v31.i13.104697

Full Size Figure Download Figure

Figure 4 Overall bee swarm plot for the top five models ranked by area under curve value. A: Random forest; B: Extra tree; C: Light gradient boosting machine; D: Extreme gradient boost; E: Adaptive boosting. SHAP: SHapley Additive exPlanation; pvspeed: Portal vein speed; Alb: Albumin; PT: Prothrombin time; pv: Portal vein; spwide: Spleen width; INR: International normalized ratio; splong: Spleen length.

Citation: Feng SY, Ding ZR, Cheng J, Tu HB. Noninvasive prediction of esophagogastric varices in hepatitis B: An extreme gradient boosting model based on ultrasound and serology. World J Gastroenterol 2025; 31(13): 104697
URL: https://www.wjgnet.com/1007-9327/full/v31/i13/104697.htm
DOI: https://dx.doi.org/10.3748/wjg.v31.i13.104697