ArticleJournal of the American Medical Informatics Association : JAMIA
From data to knowledge through concept-oriented terminologies: experience with the Medical Entities Dictionary.
Article in Journal of the American Medical Informatics Association : JAMIA. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers.
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Who cites it
42 citing papers in PubMed.
- Columbia University's Informatics for Diabetes Education and Telemedicine (IDEATel) Project: rationale and design.Journal of the American Medical Informatics Association : JAMIATrial
- Leveraging Knowledge Representation to Maintain Immunization Clinical Decision Support.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2018Article
- Federated Tensor Factorization for Computational Phenotyping.KDD : proceedings. International Conference on Knowledge Discovery & Data Mining · 2017Article
- Challenges Associated With Using Large Data Sets for Quality Assessment and Research in Clinical Settings.Policy, politics & nursing practice · 2015Review
- Case-based reasoning using electronic health records efficiently identifies eligible patients for clinical trials.Journal of the American Medical Informatics Association : JAMIA · 2015Article
- The National Institutes of Health's Biomedical Translational Research Information System (BTRIS): design, contents, functionality and experience to date.Journal of biomedical informatics · 2014Article
- Adapting a Clinical Data Repository to ICD-10-CM through the use of a Terminology Repository.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2014Article
- A collaborative approach to developing an electronic health record phenotyping algorithm for drug-induced liver injury.Journal of the American Medical Informatics Association : JAMIA · 2013Article
- Defining a comprehensive verotype using electronic health records for personalized medicine.Journal of the American Medical Informatics Association : JAMIA · 2013Article
- Evaluation considerations for EHR-based phenotyping algorithms: A case study for drug-induced liver injury.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2013Article
- Practical choices for infobutton customization: experience from four sites.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2013Article
- Using the LOINC Semantic Structure to Integrate Community-based Survey Items into a Concept-based Enterprise Data Dictionary to Support Comparative Effectiveness Research.NI 2012 : 11th International Congress on Nursing Informatics, June 23-27, 2012, Montreal, Canada. International Congress in Nursing Informatics (11th : 2012 : Montreal, Quebec) · 2012Article
- Chapter 1: Biomedical knowledge integration.PLoS computational biology · 2012Article
- A comparison of two methods for retrieving ICD-9-CM data: the effect of using an ontology-based method for handling terminology changes.Journal of biomedical informatics · 2011Article
- Visual clustering analysis of CIS logs to inform creation of a user-configurable Web CIS interface.Methods of information in medicine · 2011Article
- Cross-mapping clinical notes between hospitals: an application of the LOINC Document Ontology.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2011Article
- Graphical methods for reducing, visualizing and analyzing large data sets using hierarchical terminologies.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2011Article
- Evaluation of the CCAM Hierarchy and Semi Structured Code for Retrieving Relevant Procedures in a Hospital Case Mix Database.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2010Article
- Practical experience with the maintenance and auditing of a large medical ontology.Journal of biomedical informatics · 2009Article
- A review of auditing methods applied to the content of controlled biomedical terminologies.Journal of biomedical informatics · 2009Review
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Abstract
Knowledge representation involves enumeration of conceptual symbols and arrangement of these symbols into some meaningful structure. Medical knowledge representation has traditionally focused more on the structure than the symbols. Several significant efforts are under way, at local, national, and international levels, to address the representation of the symbols though the creation of high-quality terminologies that are themselves knowledge based. This paper reviews these efforts, including the Medical Entities Dictionary (MED) in use at Columbia University and the New York Presbyterian Hospital. A decade's experience with the MED is summarized to serve as a proof-of-concept that knowledge-based terminologies can support the use of coded patient data for a variety of knowledge-based activities, including the improved understanding of patient data, the access of information sources relevant to specific patient care problems, the application of expert systems directly to the care of patients, and the discovery of new medical knowledge. The terminological knowledge in the MED has also been used successfully to support clinical application development and maintenance, including that of the MED itself. On the basis of this experience, current efforts to create standard knowledge-based terminologies appear to be justified.
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