# Predicting hospital outpatient volume using XGBoost: a machine learning approach

> Research article (Scientific Reports, 2025) · cited 14× · AI/ML

**Wikidata**: [openalex:W4410449814](https://www.wikidata.org/wiki/openalex:W4410449814)  
**Source**: https://4ort.xyz/entity/predicting-hospital-outpatient-volume-using-xgboost-a-machine-learning-approach