https://m2.mtmt.hu/ hun 2026-08-26 06:37 JournalArticle 31214359 VALIDATED true 0 false 2026-05-19T20:23:20.519+0000 2020-03-08T15:08:39.277+0000 2020-03-08T15:08:39.174+0000 true 565 WoS import /api/admin/565 Admin true 2025-12-27T23:58:17.921+0000 2020-03-08T15:08:39.251+0000 true 565 WoS import /api/admin/565 Admin true true false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 10000059 Article true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/10000059 Szakcikk SubType 101 true 10000059 true 1 /api/category/1 Category true 1 Gal, Diane Hot topics and trends in cardiovascular research true true /api/journal/1482 REVIEWED true false 1482 false 1482 true 0195-668X 1522-9645 Journal FOREIGN 40 28 2363 2374 2363 12 2019 Aims Comprehensive data on research undertaken in cardiovascular medicine can inform the scientific community and can support policy building. We used the publication output from 2004 to 2013 and the 2014 references to these documents, to identify research topics and trends in the field of cardiovascular disease.Methods and results Text fragments were extracted from the titles and abstracts of 478 000 publications using natural language processing. Through machine-learning algorithms, these text fragments combined to identify specific topics across all publications. A second method, which included cross-references, assigned each publication document to a specific cluster. Experts named the topics and document clusters based on various outputs from these semi-automatic methods. We identified and labelled 175 cardiovascular topics and 20 large document clusters, with concordance between the approaches. Overarching, strongly growing topics in clinical and population sciences are evidence-based guidance for treatment, research on outcomes, prognosis, and risk factors. 'Hot' topics include novel treatments in valve disease and in coronary artery disease, and imaging. Basic research decreases its share over time but sees substantial growth of research on stem cells and tissue engineering, as well as in translational research. Inflammation, biomarkers, metabolic syndrome, obesity, and lipids are hot topics across population, clinical and basic research, supporting integration across the cardiovascular field.Conclusion Growth in clinical and population research emphasizes improving patient outcomes through novel treatments, risk stratification, and prevention. Translation and innovation redefine basic research in cardiovascular disease. Medical need, funding and publishing policies, and scientific opportunities are potential drivers for these evolutions. 2020 true true true false false NONE 2026-05-19 false 40 0 40 39 1 39 39 40 25 40 40 39 39 39 1 0 40 39 40 39 0 4 4 Folyóiratcikk Journal Article 24 39 Könyvrészlet Chapter in Book 25 1 Könyv Book 23 0 Egyéb konferenciaközlemény Conference paper 31 0 Egyéb konferenciakötet Conference proceedings 32 0 Oltalmi formák Protection forms 26 0 Disszertáció Thesis 28 0 Egyéb Miscellaneous 29 0 Alkotás Achievement 22 0 Kutatási adat Research data 33 0 Folyóiratcikk Journal Article 24 0 0 0 Könyvrészlet Chapter in Book 25 0 0 0 Könyv Book 23 0 0 0 Egyéb konferenciaközlemény Conference paper 31 0 0 0 Egyéb konferenciakötet Conference proceedings 32 0 0 0 Oltalmi formák Protection forms 26 0 0 0 Disszertáció Thesis 28 0 0 0 Egyéb Miscellaneous 29 0 0 0 Alkotás Achievement 22 0 0 0 Kutatási adat Research data 33 0 0 0 2019 0 1 1 1 1 2020 0 9 8 9 8 2021 0 9 9 9 9 2022 0 5 5 5 5 2023 0 8 8 8 8 2024 0 6 6 6 6 2025 0 2 2 2 2 D1 false false false false 1 3 0 4 0 true Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 90859655 /api/authorship/90859655 1 0.25 true false false Gal Diane true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 90859656 /api/authorship/90859656 2 0.25 false false false Thijs Bart true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 90859657 /api/authorship/90859657 3 0.25 false false false Author 10000020 /api/author/10000020 Glänzel Wolfgang Joachim true 10000020 true Glanzel Wolfgang true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 90859658 /api/authorship/90859658 4 0.25 false true true Sipido Karin R. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PublicationIdentifier 16700564 /api/publicationidentifier/16700564 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true IDENTICAL 10.1093/eurheartj/ehz282 https://doi.org/10.1093/eurheartj/ehz282 false true PublicationIdentifier 16700563 /api/publicationidentifier/16700563 PlainSource 1 /api/publicationsource/1 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true WoS WoS https://www.webofscience.com/wos/woscc/full-record/@@@ true true 1 true IDENTICAL 000490143900019 https://www.webofscience.com/wos/woscc/full-record/000490143900019 false true Classification 12215 /api/classification/12215 true true Keyword 9669 /api/keyword/9669 SUSPECT true 9669 true Keyword 11742 /api/keyword/11742 true 11742 true Keyword 1003521 /api/keyword/1003521 true 1003521 true Keyword 1022653 /api/keyword/1022653 true 1022653 true Keyword 1527530 /api/keyword/1527530 true true SjrRating 10758720 /api/sjrrating/10758720 4 0.1 journal RatingType 10002 /api/ratingtype/10002 sjr true true ClassificationExternal 2705 /api/classificationexternal/2705 true 2705 true D1 DIRECT true true /api/publication/31214359 <div class="JournalArticle Publication long-list"> <div class="authors"> <img title="Forrásközlemény" style="float: left" src="/frontend/resources/grid/publication-core-icon.png"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" >Gal Diane </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Thijs Bart </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" mtid="10000020"><a href="/gui2/?type=authors&mode=browse&sel=10000020" target="_blank">Glanzel Wolfgang (<span class="authorship-author-name">Glänzel Wolfgang Joachim</span> <span class="authorAux-mtmt"> Tudományelemzés</span>) </a> </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Sipido Karin R. ✉ </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;31214359" target="_blank">Hot topics and trends in cardiovascular research</a></div> <div> <span class="journal-title">EUROPEAN HEART JOURNAL</span> <span class="journal-issn">(<a target="_blank" href="https://portal.issn.org/resource/ISSN/0195-668X">0195-668X</a> <a target="_blank" href="https://portal.issn.org/resource/ISSN/1522-9645">1522-9645</a>)</span>: <span class="journal-volume">40</span> <span class="journal-issue">28</span> <span class="page"> pp 2363-2374 </span> <span class="year">(2019)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.1093/eurheartj/ehz282" target="_blank" href="https://doi.org/10.1093/eurheartj/ehz282"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="000490143900019" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/000490143900019"> WoS </a> </span> </span> <OnlyViewableByAuthor><div class="ratings"> <div class="journal-subject">Folyóirat szakterülete: Scopus - Cardiology and Cardiovascular Medicine&nbsp;&nbsp;&nbsp;SJR indikátor:&nbsp;D1</div> </div></OnlyViewableByAuthor> <div class="publication-citation" style="margin-left: 0.5cm;"> <span title="Nyilvános idézőközlemények összesen, említések nélkül" class="citingPub-count">Nyilvános idéző összesen: 40</span> | Független: 39 | Függő: 1 | Nem jelölt: 0 | WoS jelölt: 40 | Scopus jelölt:&nbsp;25 | WoS/Scopus jelölt:&nbsp;40 | DOI jelölt:&nbsp;39 </div> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;31214359&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 4 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 31214359</span> | <span class="status-data status-VALIDATED"> Egyeztetett </span> Forrás Idéző | <span class="type-subtype">Folyóiratcikk ( Szakcikk ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">WoS XML</span> </div> <div class="lastModified">Utolsó módosítás: 2020.03.08. 16:08 WoS import (admin) </div> </div></div>