Progress Report I - Péter Bakos

Role of artificial intelligence in decision-making for extubation of mechanically ventilated patients
3-month Progress Report of the PhD students of the Centre for Translational Medicine, Semmelweis University
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.