# Developing a machine-learning model for real-time prediction of successful extubation in mechanically ventilated patients using time-series ventilator-derived parameters

> Research article (Frontiers in Medicine, 2023) · cited 22× · AI/ML

**Wikidata**: [openalex:W4378348934](https://www.wikidata.org/wiki/openalex:W4378348934)  
**Source**: https://4ort.xyz/entity/developing-a-machine-learning-model-for-real-time-prediction-of-successful-extubation-in-mechanically-ventilated-patient
