ClinionAI uses Deep Learning NLP models to automate the coding of Adverse Events and Concomitant Medication. The AI Medical Coding algorithm has been trained on millions of biomedical terms for medical context learning using machine learning models. MedDRA dictionaries are encoded and embedded in the model. Adverse event terms entered into Clinion EDC are matched with the MedDRA dictionary terms by the ML Algorithm and results with associated confidence scores are displayed. Users can choose the best fit!