# Explainable machine learning for real-time deterioration alert prediction to guide pre-emptive treatment

> Research article (Scientific Reports, 2022) · cited 14× · AI/ML

**Wikidata**: [openalex:W4285042726](https://www.wikidata.org/wiki/openalex:W4285042726)  
**Source**: https://4ort.xyz/entity/explainable-machine-learning-for-real-time-deterioration-alert-prediction-to-guide-pre-emptive-treatment