# Enabling personalized perioperative risk prediction by using a machine-learning model based on preoperative data

> Research article (Scientific Reports, 2023) · cited 37× · AI/ML

**Wikidata**: [openalex:W4367833787](https://www.wikidata.org/wiki/openalex:W4367833787)  
**Source**: https://4ort.xyz/entity/enabling-personalized-perioperative-risk-prediction-by-using-a-machine-learning-model-based-on-preoperative-data