These notes are for BINF 4003 - Methods III: Symbolic Methods, taught in the Fall of 2019 at Columbia University.
Overview
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Introduction: What are symbolic methods? Data-Information-Knowledge hierarchy, interoperability, “curly braces problem”.
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Knowledge representation: Medical knowledge representations, closed vs open world assumptions, reference vs interface terminologies, pre- vs post-coordination.
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Desiderata for medical vocabularies: Characteristics of high-quality controlled medical vocabularies.
Specific terminologies and tools
- SNOMED-CT: Design, structure, limitations, adoption, SNOMED clinical terms (SNOMED CT).
Incomplete
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ICD: Design, structure, limitations, adoption, versions: ICD-9, ICD-10, ICD-11.
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UMLS: Three knowledge sources: Metathesaurus, Semantic Network, SPECIALIST Lexicon and Lexical Tools. Purpose, data sources, use cases.
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RxNorm: Design, structure, data sources, use cases. RxNorm vs RxTerm.