Clinical Decision Support System to Detect the Occurrence of Ventilator-Associated Pneumonia in Pediatric Intensive Care.

Jerome RambaudMasoumeh SajediSally Al OmarMaryline ChomtomMichaël SauthierSimon De MontignyPhilippe Jouvet

Published in: Diagnostics (Basel, Switzerland) (2023)

Using machine learning, we developed a clinical predictive algorithm based on clinical data stored prospectively in a database. The next step will be to implement the algorithm in PICUs to provide early, automatic detection of ventilator-associated pneumonia.

Keyphrases

clinical decision support
deep learning
machine learning
electronic health record
risk assessment
neural network
intensive care unit
young adults
room temperature
respiratory failure
quantum dots
sensitive detection