AIMC Topic: Terminology as Topic

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Selection of Semantic Relevant Healthcare Services Subsets.

Studies in health technology and informatics
We describe an approach to select semantically coherent specialty subsets based on the historical use of terminology by different service areas. Our approach uses rule-based and machine learning techniques to obtain a reduced set of 29 specialties.

Feasibility and Utility of Lexical Analysis for Occupational Health Text.

Journal of occupational and environmental medicine
OBJECTIVE: Assess feasibility and potential utility of natural language processing (NLP) for storing and analyzing occupational health data.

miRNAmeConverter: an R/bioconductor package for translating mature miRNA names to different miRBase versions.

Bioinformatics (Oxford, England)
SUMMARY: The miRBase database is the central and official repository for miRNAs and the current release is miRBase version 21.0. Name changes in different miRBase releases cause inconsistencies in miRNA names from version to version. When working wit...

Cross-View Action Recognition via Transferable Dictionary Learning.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Discriminative appearance features are effective for recognizing actions in a fixed view, but may not generalize well to a new view. In this paper, we present two effective approaches to learn dictionaries for robust action recognition across views. ...

Expansion of the Hierarchical Terminology Auditing Framework Through Usage of Levenshtein Distance-Based Criterion.

Studies in health technology and informatics
We continue our previous work of creating and improving a framework for detecting the differences between hierarchical terminologies and suggesting ways to connect them, which is implemented in an automated tool.

[Big data, medical language and biomedical terminology systems].

Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz
A variety of rich terminology systems, such as thesauri, classifications, nomenclatures and ontologies support information and knowledge processing in health care and biomedical research. Nevertheless, human language, manifested as individually writt...

[An analysis of existing terminology towards constructing ontology in the field of the radiological technology].

Nihon Hoshasen Gijutsu Gakkai zasshi
PURPOSE: In 1994, Japanese Society of Radiological Technology (JSRT) constructed the lexicon in the field of radiologic technology. However, recently, latest lexicon is not updated yet. The purpose of this article is to compare the terminologies in c...

Using Semantic Association to Extend and Infer Literature-Oriented Relativity Between Terms.

IEEE/ACM transactions on computational biology and bioinformatics
Relative terms often appear together in the literature. Methods have been presented for weighting relativity of pairwise terms by their co-occurring literature and inferring new relationship. Terms in the literature are also in the directed acyclic g...

Learning multiple distributed prototypes of semantic categories for named entity recognition.

International journal of data mining and bioinformatics
The scarcity of large labelled datasets comprising clinical text that can be exploited within the paradigm of supervised machine learning creates barriers for the secondary use of data from electronic health records. It is therefore important to deve...