Combining Semantic Relations and DNA Microarray Data for Novel Hypotheses Generation
Identifieur interne : 000423 ( Main/Exploration ); précédent : 000422; suivant : 000424Combining Semantic Relations and DNA Microarray Data for Novel Hypotheses Generation
Auteurs : Dimitar Hristovski [Slovénie] ; Andrej Kastrin [Slovénie] ; Borut Peterlin [Slovénie] ; C. Rindflesch [États-Unis]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2010.
Abstract
Abstract: Although microarray experiments have great potential to support progress in biomedical research, results are not easy to interpret. Information about the functions and relations of relevant genes needs to be extracted from the vast biomedical literature. A potential solution is to use computerized text analysis methods. Our proposal enhances these methods with semantic relations. We describe an application that integrates such relations with microarray results and discuss its benefits in supporting enhanced access to the relevant literature for interpretation of results and novel hypotheses generation. The application is available at http://sembt.mf.uni-lj.si
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DOI: 10.1007/978-3-642-13131-8_7
Affiliations:
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Rindflesch</name><affiliation wicri:level="2"><country xml:lang="fr">États-Unis</country><wicri:regionArea>National Library of Medicine, NIH, Bethesda, MD</wicri:regionArea><placeName><region type="state">Maryland</region></placeName></affiliation><affiliation><wicri:noCountry code="no comma">E-mail: tcr@nlm.nih.gov</wicri:noCountry></affiliation></author></analytic><monogr></monogr><series><title level="s">Lecture Notes in Computer Science</title><imprint><date>2010</date></imprint><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series><idno type="istex">FC61C703D43C762B3CFE3E3BCFC4A3F6727E56C9</idno><idno type="DOI">10.1007/978-3-642-13131-8_7</idno><idno type="ChapterID">Chap7</idno><idno type="ChapterID">7</idno></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass><langUsage><language ident="en">en</language></langUsage></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: Although microarray experiments have great potential to support progress in biomedical research, results are not easy to interpret. Information about the functions and relations of relevant genes needs to be extracted from the vast biomedical literature. A potential solution is to use computerized text analysis methods. Our proposal enhances these methods with semantic relations. We describe an application that integrates such relations with microarray results and discuss its benefits in supporting enhanced access to the relevant literature for interpretation of results and novel hypotheses generation. The application is available at http://sembt.mf.uni-lj.si</div></front></TEI><affiliations><list><country><li>Slovénie</li><li>États-Unis</li></country><region><li>Maryland</li></region></list><tree><country name="Slovénie"><noRegion><name sortKey="Hristovski, Dimitar" sort="Hristovski, Dimitar" uniqKey="Hristovski D" first="Dimitar" last="Hristovski">Dimitar Hristovski</name></noRegion><name sortKey="Hristovski, Dimitar" sort="Hristovski, Dimitar" uniqKey="Hristovski D" first="Dimitar" last="Hristovski">Dimitar Hristovski</name><name sortKey="Kastrin, Andrej" sort="Kastrin, Andrej" uniqKey="Kastrin A" first="Andrej" last="Kastrin">Andrej Kastrin</name><name sortKey="Kastrin, Andrej" sort="Kastrin, Andrej" uniqKey="Kastrin A" first="Andrej" last="Kastrin">Andrej Kastrin</name><name sortKey="Peterlin, Borut" sort="Peterlin, Borut" uniqKey="Peterlin B" first="Borut" last="Peterlin">Borut Peterlin</name><name sortKey="Peterlin, Borut" sort="Peterlin, Borut" uniqKey="Peterlin B" first="Borut" last="Peterlin">Borut Peterlin</name></country><country name="États-Unis"><region name="Maryland"><name sortKey="Rindflesch, C" sort="Rindflesch, C" uniqKey="Rindflesch C" first="C." last="Rindflesch">C. Rindflesch</name></region></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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