Comparing regression and neural network techniques for personalized predictive analytics to promote lung protective ventilation in Intensive Care Units
Rachael Hagan, Charles J. Gillan, Ivor Spence, Daniel F. McAuley, Murali Shyamsundar
Topics & Concepts
Tidal volumePredictive analyticsArtificial neural networkMechanical ventilationVentilation (architecture)Computer scienceClinical decision support systemMachine learningMetric (unit)Intensive careRespiratory minute volumeArtificial intelligenceVolume (thermodynamics)MedicineIntensive care medicineDecision support systemRespiratory systemEngineeringInternal medicineMechanical engineeringQuantum mechanicsOperations managementPhysicsRespiratory Support and MechanismsChronic Obstructive Pulmonary Disease (COPD) ResearchSepsis Diagnosis and Treatment