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Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam

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Objective: To develop deep learning models to recognize ophthalmic examination components from clinical notes in electronic health records (EHR) using a weak supervision approach. ... ...