Predicting opioid overdose risk of patients with opioid prescriptions using electronic health records based on temporal deep learning
Xinyu Dong, Jianyuan Deng, Wei Hou, Sina Rashidian, Richard N. Rosenthal, Mary Saltz, Joel Saltz, Fusheng Wang
Topics & Concepts
Opioid overdoseMachine learningMedicineArtificial intelligenceDeep learningMedical prescriptionDrug overdoseClinical decision support systemOpioidInformaticsPsychological interventionComputer scienceEmergency medicineMedical emergencyPoison controlDecision support systemInternal medicinePsychiatryEngineeringPharmacologyReceptor(+)-NaloxoneElectrical engineeringOpioid Use Disorder TreatmentMachine Learning in HealthcareBlood Pressure and Hypertension Studies