- Article
Predicting the Length of Mechanical Ventilation in Acute Respiratory Disease Syndrome Using Machine Learning: The PIONEER Study
- Jesús Villar,
- Jesús M. González-Martín,
- Cristina Fernández,
- Juan A. Soler,
- Alfonso Ambrós,
- Lidia Pita-García,
- Lorena Fernández,
- Carlos Ferrando,
- Blanca Arocas and
- the PredictION of Duration of mEchanical vEntilation in ARDS (PIONEER) Network
- + 12 authors
Background: The ability to predict a long duration of mechanical ventilation (MV) by clinicians is very limited. We assessed the value of machine learning (ML) for early prediction of the duration of MV > 14 days in patients with moderate-to-sever...