# Deep learning for detecting and early predicting chronic obstructive pulmonary disease from spirogram time series

> Research article (npj Systems Biology and Applications, 2025) · cited 16× · AI/ML

**Wikidata**: [openalex:W4407592513](https://www.wikidata.org/wiki/openalex:W4407592513)  
**Source**: https://4ort.xyz/entity/deep-learning-for-detecting-and-early-predicting-chronic-obstructive-pulmonary-disease-from-spirogram-time-series