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Evolution of colorectal cancer screening research in the past 25 years: text-mining analysis of publication trends and topics
BACKGROUND: There is a growing research effort in the field of colorectal cancer (CRC) screening, with varying topics and shifting research foci over the years. The aim of this study was to apply a text-mining technique to evaluate trends in publications for CRC screening in the last 25 years. METHO...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7372615/ https://www.ncbi.nlm.nih.gov/pubmed/32733602 http://dx.doi.org/10.1177/1756284820941153 |
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author | Soffer, Shelly Klang, Eyal Tau, Noam Zemet, Roni Ben-Horin, Shomron Barash, Yiftach Kopylov, Uri |
author_facet | Soffer, Shelly Klang, Eyal Tau, Noam Zemet, Roni Ben-Horin, Shomron Barash, Yiftach Kopylov, Uri |
author_sort | Soffer, Shelly |
collection | PubMed |
description | BACKGROUND: There is a growing research effort in the field of colorectal cancer (CRC) screening, with varying topics and shifting research foci over the years. The aim of this study was to apply a text-mining technique to evaluate trends in publications for CRC screening in the last 25 years. METHODS: We retrieved MEDLINE/PubMed datasets from 1992–2017. We selected keywords from Medical Subject Headings to include CRC screening related publications. For each article, we extracted the following data: title, journal, publication date, abstract, article type, citation frequency, and country of origin. Articles were categorized into topics using word combination and title match technique. RESULTS: In 1992–2017, 14,119 CRC screening related papers were published. The US had the highest number of papers (n = 4824) and China had the highest growth rate in publications. Overall, the most researched topic was “screening and surveillance programs” (38%). The topics of “quality assurance” (r = 0.87) and “racial disparities” (r = 0.91) have gained increased research attention over the years. In total, 11 of the 20 most cited articles in the field were published in The New England Journal of Medicine. CONCLUSION: The number of publications devoted to CRC screening has grown, with high-quality research reaching top-tier journals. A surge in the number of publications has been increasing in countries previously less involved in research in the field. Screening programs remain the most researched topic, and quality indicators is attracting a growing attention. Text-mining analysis of CRC screening research contributes to an understanding of publication trends and topics and can point to the need for potential future investigations. |
format | Online Article Text |
id | pubmed-7372615 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-73726152020-07-29 Evolution of colorectal cancer screening research in the past 25 years: text-mining analysis of publication trends and topics Soffer, Shelly Klang, Eyal Tau, Noam Zemet, Roni Ben-Horin, Shomron Barash, Yiftach Kopylov, Uri Therap Adv Gastroenterol Advances and Future Perspectives in Colorectal Cancer BACKGROUND: There is a growing research effort in the field of colorectal cancer (CRC) screening, with varying topics and shifting research foci over the years. The aim of this study was to apply a text-mining technique to evaluate trends in publications for CRC screening in the last 25 years. METHODS: We retrieved MEDLINE/PubMed datasets from 1992–2017. We selected keywords from Medical Subject Headings to include CRC screening related publications. For each article, we extracted the following data: title, journal, publication date, abstract, article type, citation frequency, and country of origin. Articles were categorized into topics using word combination and title match technique. RESULTS: In 1992–2017, 14,119 CRC screening related papers were published. The US had the highest number of papers (n = 4824) and China had the highest growth rate in publications. Overall, the most researched topic was “screening and surveillance programs” (38%). The topics of “quality assurance” (r = 0.87) and “racial disparities” (r = 0.91) have gained increased research attention over the years. In total, 11 of the 20 most cited articles in the field were published in The New England Journal of Medicine. CONCLUSION: The number of publications devoted to CRC screening has grown, with high-quality research reaching top-tier journals. A surge in the number of publications has been increasing in countries previously less involved in research in the field. Screening programs remain the most researched topic, and quality indicators is attracting a growing attention. Text-mining analysis of CRC screening research contributes to an understanding of publication trends and topics and can point to the need for potential future investigations. SAGE Publications 2020-07-20 /pmc/articles/PMC7372615/ /pubmed/32733602 http://dx.doi.org/10.1177/1756284820941153 Text en © The Author(s), 2020 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Advances and Future Perspectives in Colorectal Cancer Soffer, Shelly Klang, Eyal Tau, Noam Zemet, Roni Ben-Horin, Shomron Barash, Yiftach Kopylov, Uri Evolution of colorectal cancer screening research in the past 25 years: text-mining analysis of publication trends and topics |
title | Evolution of colorectal cancer screening research in the past 25
years: text-mining analysis of publication trends and topics |
title_full | Evolution of colorectal cancer screening research in the past 25
years: text-mining analysis of publication trends and topics |
title_fullStr | Evolution of colorectal cancer screening research in the past 25
years: text-mining analysis of publication trends and topics |
title_full_unstemmed | Evolution of colorectal cancer screening research in the past 25
years: text-mining analysis of publication trends and topics |
title_short | Evolution of colorectal cancer screening research in the past 25
years: text-mining analysis of publication trends and topics |
title_sort | evolution of colorectal cancer screening research in the past 25
years: text-mining analysis of publication trends and topics |
topic | Advances and Future Perspectives in Colorectal Cancer |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7372615/ https://www.ncbi.nlm.nih.gov/pubmed/32733602 http://dx.doi.org/10.1177/1756284820941153 |
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