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(systematized nomenclature of medicine clinical terms)
743 results
  • Designing a communication protocol for acquired immunodeficiency syndrome information exchange. [Journal Article]
  • JEJ Educ Health Promot 2019; 8:99
  • Shanbehzadeh M, Abdi J, Ahmadi M
  • CONCLUSIONS: The complex and multidimensional nature of AIDS requires the participation of multidisciplinary teams from different organizations, complex analyzes, multidimensional and complex information modeling, and maximum interoperability. In this study, the use of CDA structure along with SNOMED-CT codes is completely compatible with optimal interoperability needs for AIDS control and management.
  • Identifying Clinical Terms in Medical Text Using Ontology-Guided Machine Learning. [Journal Article]
  • JMJMIR Med Inform 2019 May 10; 7(2):e12596
  • Arbabi A, Adams DR, … Brudno M
  • CONCLUSIONS: Most popular medical concept recognizers rely on rule-based models, which cannot generalize well to unseen synonyms. In addition, most machine learning methods typically require large corpora of annotated text that cover all classes of concepts, which can be extremely difficult to obtain for biomedical ontologies. Without relying on large-scale labeled training data or requiring any custom training, our model can be efficiently generalized to new synonyms and performs as well or better than state-of-the-art methods custom built for specific ontologies.
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