# Development and validation of a machine learning method to predict intraoperative red blood cell transfusions in cardiothoracic surgery

> Research article (Scientific Reports, 2022) · cited 25× · AI/ML

**Wikidata**: [openalex:W4210393530](https://www.wikidata.org/wiki/openalex:W4210393530)  
**Source**: https://4ort.xyz/entity/development-and-validation-of-a-machine-learning-method-to-predict-intraoperative-red-blood-cell-transfusions-in-cardiot