Publications by authors named "Morgan M Henderson"
Article Synopsis
- - The study explores enhancing symptom research in nursing by leveraging large-scale data from electronic health records (EHRs), recognizing the complexity of symptom language within clinical notes.
- - A new method is introduced that combines standard vocabularies, clinical insights, and natural language processing to create detailed symptom vocabularies and effectively identify symptoms in EHR notes, piloted on five specific symptoms.
- - Results showed that the method significantly expanded the vocabulary for each symptom concept, identifying many more synonyms and expressions, and the natural language processing tool, NimbleMiner, performed exceptionally well in classifying symptoms.
