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An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction

Xinyu Dong, Rachel Wong, Weimin Lyu, Kayley Abell-Hart, Jianyuan Deng, Yinan Liu, Janos Hajagos, Richard N. Rosenthal, Chao Chen, Fusheng Wang

2022Artificial Intelligence in Medicine35 citationsDOIOpen Access PDF

Topics & Concepts

InterpretabilityArtificial intelligenceMachine learningComputer scienceDeep learningOpioid overdoseGraphFeature (linguistics)Clinical decision support systemMedicineDecision support systemOpioid(+)-NaloxoneReceptorInternal medicineTheoretical computer scienceLinguisticsPhilosophyMachine Learning in HealthcareAcute Ischemic Stroke ManagementOpioid Use Disorder Treatment