Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the ICU
Md Osman Gani, Shravan Kethireddy, Riddhiman Adib, Uzma Hasan, Paul M. Griffin, Mohammad Adibuzzaman
Topics & Concepts
Causal inferenceObservational studyCausal modelIntensive care unitComputer scienceMachine learningIntensive care medicineIntervention (counseling)Artificial intelligenceMedicineNursingPathologyMachine Learning in HealthcareSepsis Diagnosis and TreatmentAdvanced Causal Inference Techniques