Campus
Supervisor
Year:
2024/25
Research:
Intensive care, Anesthesiology & Neuropsychiatry
Country:
Hungary
PhD specialization:
mechanical ventilation
critical care
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.