TOPIC

Role of Artificial Intelligence in Decision-making for Extubation of Mechanically Ventilated Patients.

VISION

Healthcare professionals at the bedside relying on data instead of customs and traditions.

MISSION

Providing evidence on data-driven decision-making in critical care.

PROJECT TITLE 1

Investigating the accuracy of machine learning models in predicting extubation success in mechanically ventilated patients: Systematic Review and Meta-analysis.

PROJECT TITLE 2

Developing and validating a machine learning model to predict extubation success in mechanically ventilated patients: A Registry Analysis.