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[Visualization analysis for radiomics research based on knowledge mapping].

Aijing Luo1, Shanhu Yao2, Zhichao Feng3

  • 1Third Xiangya Hospital, Central South University, Changsha 410013; Key Laboratory of Medical Information Research (Central South University), College of Hunan Province, Changsha 410013, China.

Zhong Nan Da Xue Xue Bao. Yi Xue Ban = Journal of Central South University. Medical Sciences
|April 12, 2019
PubMed
Summary

Radiomics research is rapidly expanding globally, with the US, China, and Netherlands leading. Knowledge mapping reveals key institutions, authors, and eight emerging research hotspots in this fast-growing field.

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Area of Science:

  • Medical Imaging
  • Data Science
  • Bioinformatics

Background:

  • Radiomics is an emerging field focused on extracting quantitative features from medical images.
  • Understanding the landscape of radiomics research is crucial for guiding future investigations.

Purpose of the Study:

  • To analyze the literature distribution, research power, and identify key research hotspots in radiomics using bibliometric analysis.
  • To provide a reference for researchers in the radiomics field.

Main Methods:

  • Bibliometric analysis of radiomics literature from the Web of Science database.
  • Utilized software including BICOM, SATI, CiteSpace, Ucinet, and gCLUTO for data analysis and visualization.
  • Constructed knowledge maps for country/region, author, and institution collaborations, alongside keyword co-occurrence analysis.

Main Results:

  • A total of 700 publications were analyzed, with rapid growth observed since 2012.
  • The United States, China, and Netherlands are leading countries in radiomics research.
  • Identified 5 major institutional cooperative groups, 10 major author cooperative groups, and 8 distinct research hotspots.

Conclusions:

  • Radiomics is a rapidly developing field attracting global, multidisciplinary participation.
  • The field is characterized by increasing collaboration and the emergence of new terminology and methodologies.