# Machine learning algorithms to predict intraoperative hemorrhage in surgical patients: a modeling study of real-world data in Shanghai, China

> Research article (BMC Medical Informatics and Decision Making, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4385741050](https://www.wikidata.org/wiki/openalex:W4385741050)  
**Source**: https://4ort.xyz/entity/machine-learning-algorithms-to-predict-intraoperative-hemorrhage-in-surgical-patients-a-modeling-study-of-real-world-dat