Evidence map›Paper›PMID 36189197›Full record

ArticleFrontiers in immunology2022

Research hotspot and trend analysis in the diagnosis of inflammatory bowel disease: A machine learning bibliometric analysis from 2012 to 2021.

Chuan Liu, Rong Yu, Jixiang Zhang, Shuchun Wei, Fumin Xue, Yingyun Guo, Pengzhan He, Lining Shang, Weiguo Dong

Abstract read
In one paragraph

Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

25 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  7. A bibliometric analysis of inflammatory bowel disease research in the Arab world.Saudi journal of gastroenterology : official journal of the Saudi Gastroenterology Association · 2025
    Article
  8. Article
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  10. Review
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  12. Article
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  15. Global Research Trends and Hotspots in Lateral Epicondylitis During the Past 30 Years: A Bibliometric and Visualization Study.Medical science monitor : international medical journal of experimental and clinical research · 2023
    Article
  16. Review
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  18. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Chuan LiuDepartment of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
Rong YuDepartment of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
Jixiang ZhangDepartment of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
Shuchun WeiDepartment of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
Fumin XueDepartment of Gastroenterology, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou, China.
Yingyun GuoDepartment of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
Pengzhan HeDepartment of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.
Lining ShangDepartment of General Surgery, The 940th Hospital of Joint Logistic Support Force of Chinese People's Liberation Army, Lanzhou, China.
Weiguo DongDepartment of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aims: This study aimed to conduct a bibliometric analysis of the relevant literature on the diagnosis of inflammatory bowel disease (IBD), and show its current status, hot spots, and development trends. Methods: The literature on IBD diagnosis was acquired from the Science Citation Index Expanded of the Web of Science Core Collection. Co-occurrence and cooperation relationship analysis of authors, institutions, countries, journals, references, and keywords in the literature were carried out through CiteSpace software and the Online Analysis platform of Literature Metrology. At the same time, the relevant knowledge maps were drawn, and the keywords cluster analysis and emergence analysis were performed. Results: 14,742 related articles were included, showing that the number of articles in this field has increased in recent years. The results showed that PEYRIN-BIROULET L from the University Hospital of Nancy-Brabois was the author with the most cumulative number of articles. The institution with the most articles was Mayo Clin, and the United States was far ahead in the article output and had a dominant role. Keywords analysis showed that there was a total of 818 keywords, which were mainly focused on the research of related diseases caused or coexisted by IBD, such as colorectal cancer and autoimmune diseases, and the diagnosis and treatment methods of IBD. Emerging analysis showed that future research hotspots and trends might be the treatment of IBD and precision medicine. Conclusion: This research was the first bibliometric analysis of publications in the field of IBD diagnosis using visualization software and data information mining, and obtained the current status, hotspots, and development of this field. The future research hotspot might be the precision medicine of IBD, and the mechanism needed to be explored in depth to provide a theoretical basis for its clinical application.

Indexed as

BibliometricsInflammatory Bowel DiseasesCluster AnalysisHumansMachine LearningSoftwareUnited StatesbibliometricCiteSpacediagnosisinflammatory bowel diseasekeywordsprecision medicine

Identifiers

PMID36189197
PMCPMC9516000

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.