Identifying risk of opioid use disorder for patients taking opioid medications with deep learning

ConclusionsLSTM –based sequential deep learning models can accurately predict OUD using a patient’s history of electronic health records, with minimal prior domain knowledge. This tool has the potential to improve clinical decision support for early intervention and prevention to combat the opioid epidemic.
Source: Journal of the American Medical Informatics Association - Category: Information Technology Source Type: research