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Unified Medical Language System

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Semi-Automatic Mark-Up and UMLS Annotation of Clinical Guidelines.

Studies in health technology and informatics Jan 1, 2017
Clinical guidelines and clinical pathways are accepted and proven instruments for quality assurance and process optimization in the healthcare domain. To derive clinical pathways from clinical guidelines, the imprecise, non-formalized abstract guidel...
Humans Algorithms Natural Language Processing Practice Guidelines as Topic Semantics Unified Medical Language System Critical Pathways
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Word Sense Disambiguation of Medical Terms via Recurrent Convolutional Neural Networks.

Studies in health technology and informatics Jan 1, 2017
BACKGROUND: Tagging text data with codes representing biomedical concepts plays an important role in medical data management and analysis. A problem occurs if there are ambiguous words linked to several concepts.
Neural Networks, Computer Algorithms Natural Language Processing Medical Subject Headings Unified Medical Language System
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Personalized Guideline-Based Treatment Recommendations Using Natural Language Processing Techniques.

Studies in health technology and informatics Jan 1, 2017
Clinical guidelines and clinical pathways are accepted and proven instruments for quality assurance and process optimization. Today, electronic representation of clinical guidelines exists as unstructured text, but is not well-integrated with patient...
Humans Software Precision Medicine Electronic Health Records Natural Language Processing Guidelines as Topic Semantics Systematized Nomenclature of Medicine Germany Unified Medical Language System Critical Pathways
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Extraction of UMLS® Concepts Using Apache cTAKES™ for German Language.

Studies in health technology and informatics Jan 1, 2016
Automatic information extraction of medical concepts and classification with semantic standards from medical reports is useful for standardization and for clinical research. This paper presents an approach for an UMLS concept extraction with a custom...
Humans Electronic Health Records Natural Language Processing Data Mining Information Storage and Retrieval Germany Unified Medical Language System
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Fingerprinting Biomedical Terminologies--Automatic Classification and Visualization of Biomedical Vocabularies through UMLS Semantic Group Profiles.

Studies in health technology and informatics Jan 1, 2015
OBJECTIVES: To explore automatic methods for the classification of biomedical vocabularies based on their content.
Machine Learning User-Computer Interface Natural Language Processing Semantics Biological Ontologies Pattern Recognition, Automated Unified Medical Language System
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Standardized mappings--a framework to combine different semantic mappers into a standardized web-API.

Studies in health technology and informatics Jan 1, 2015
BACKGROUND: Automatic coding of medical terms is an important, but highly complicated and laborious task.
Software Electronic Health Records Natural Language Processing Internet Semantics Germany Pattern Recognition, Automated Terminology as Topic Unified Medical Language System Medical Record Linkage
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