Changes in urologic research from a new perspective: Text mining analysis of publication topics.

IF 2.5 3区医学 Q2 UROLOGY & NEPHROLOGY

Investigative and Clinical Urology Pub Date : 2025-03-01 DOI:10.4111/icu.20240388

Soohyung Joo, Kun Lu, Jihwan Park, Mi Jung Rho, Yong Hyun Park

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Abstract

Purpose: This study aimed to explore the trends in research keywords and topics in the field of urology based on text mining over the recent decades. The investigation looked into changes in frequent subject keywords and the trends in prevailing research topics, as reflected in representative urology journals over recent decades.

Materials and methods: A total of 27,129 bibliographic documents were collected from four urology journals, including European Urology, Journal of Urology, BJU International, and World Journal of Urology. The study then examined the changes in the most frequent author keywords over the decades. Moreover, structured topic modeling was employed to identify twenty prevailing research topics in urology and to examine their trends across different periods.

Results: The study observed consistently increasing patterns in author keywords and topics related to the prostate and oncology. Conversely, research fields such as pediatrics, male infertility, voiding dysfunction, and cancer biology exhibited a downward trend in urology. Potential factors or reasons underlying these trends were further discussed in this study.

Conclusions: This exploratory study uncovered major research topics in the discipline of urology. The findings of this study depict the domain of urology research in recent decades, providing insights for both researchers and clinicians seeking to better understand the research trends in the discipline.

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来源期刊

Investigative and Clinical Urology Medicine-Urology

CiteScore

4.10

自引率

4.30%

发文量

审稿时长

4 weeks

期刊介绍： Investigative and Clinical Urology (Investig Clin Urol, ICUrology) is an international, peer-reviewed, platinum open access journal published bimonthly. ICUrology aims to provide outstanding scientific and clinical research articles, that will advance knowledge and understanding of urological diseases and current therapeutic treatments. ICUrology publishes Original Articles, Rapid Communications, Review Articles, Special Articles, Innovations in Urology, Editorials, and Letters to the Editor, with a focus on the following areas of expertise: • Precision Medicine in Urology • Urological Oncology • Robotics/Laparoscopy • Endourology/Urolithiasis • Lower Urinary Tract Dysfunction • Female Urology • Sexual Dysfunction/Infertility • Infection/Inflammation • Reconstruction/Transplantation • Geriatric Urology • Pediatric Urology • Basic/Translational Research One of the notable features of ICUrology is the application of multimedia platforms facilitating easy-to-access online video clips of newly developed surgical techniques from the journal''s website, by a QR (quick response) code located in the article, or via YouTube. ICUrology provides current and highly relevant knowledge to a broad audience at the cutting edge of urological research and clinical practice.