Fig. 1From: Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patientsPHI-free and PHI-laden inputs to a machine learning model with an example of a convolutional neural network using an embedding with Concept Unique Identifiers (CUIs)Back to article page