# Validation of a Machine Learning Model That Outperforms Clinical Risk Scoring Systems for Upper Gastrointestinal Bleeding

> Research article (Gastroenterology, 2019) · cited 238× · AI/ML

**Wikidata**: [openalex:W2976369463](https://www.wikidata.org/wiki/openalex:W2976369463)  
**Source**: https://4ort.xyz/entity/validation-of-a-machine-learning-model-that-outperforms-clinical-risk-scoring-systems-for-upper-gastrointestinal-bleedin