# An artificial intelligence approach to early predict symptom-based exacerbations of COPD

> Research article (Biotechnology & Biotechnological Equipment, 2018) · cited 76× · AI/ML

**Wikidata**: [openalex:W2790077231](https://www.wikidata.org/wiki/openalex:W2790077231)  
**Source**: https://4ort.xyz/entity/an-artificial-intelligence-approach-to-early-predict-symptom-based-exacerbations-of-copd