Evidence map›Paper›PMID 40948930›Full record

ArticleGland surgery2025

Visualizing research trends and collaboration networks in surgery: a case study of bilateral axillo-breast approach surgery [2007-2024].

Inho Lee, Sung Heuk Kim, Gahgene Gweon, Hyeong Won Yu, Su-Jin Kim, Young Jun Chai, June Young Choi, Kyu Eun Lee

Abstract read
In one paragraph

Article in Gland surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Inho Lee *Department of Surgery, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea.ORCID https://orcid.org/0009-0001-5653-3493
Sung Heuk Kim *Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Republic of Korea.ORCID https://orcid.org/0009-0001-3477-2194
Gahgene GweonGraduate School of Convergence Science and Technology, Seoul National University, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0003-3268-477X
Hyeong Won YuDepartment of Surgery, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea.ORCID https://orcid.org/0000-0001-7338-5157
Su-Jin KimDepartment of Surgery, Seoul National University College of Medicine, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0001-5511-3596
Young Jun ChaiDepartment of Surgery, Seoul National University College of Medicine, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0001-8830-3433
June Young ChoiDepartment of Surgery, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea.ORCID https://orcid.org/0000-0001-9990-607X
Kyu Eun LeeDepartment of Surgery, Seoul National University College of Medicine, Seoul, Republic of Korea.ORCID https://orcid.org/0000-0002-2354-3599

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Bilateral axillo-breast approach (BABA) offers a remote-access technique for thyroidectomy that maintains the advantages of conventional surgery while eliminating visible neck scarring. Despite its increasing global adoption, no comprehensive bibliometric analysis has been conducted to examine the academic progression of BABA. This study evaluates publication trends, citation networks, and keyword patterns in BABA-related literature over the past 18 years. Methods: A bibliometric analysis was conducted using data from PubMed and Web of Science (WoS) covering the period before 2024. Articles were retrieved using search terms related to BABA. Citation networks, co-authorships, and keyword clusters were visualized using bibliometric tools such as VOSviewer and CiteSpace. Following data cleaning and standardization, articles were included in the analysis. Results: This study analyzed 170 publications related to the BABA technique and visualized research trends and the status of global collaboration networks through annual publication trends, co-citation analysis, keyword analysis, citation relationships among countries and institutions, as well as author and journal analyses. South Korea published the largest number of articles (106, 62.4%), followed by China (37, 21.8%) and the United States (19, 11.2%). In addition, articles were published by authors from various other countries. Additionally, keyword analysis revealed "robotic thyroidectomy" and "endoscopic thyroidectomy" as major recurring themes, with a marked increase in frequency since 2010, indicating a steady rise in academic interest in the BABA technique. Conclusions: According to 18 years of bibliometric analysis, research on the BABA surgical technique has expanded significantly, accompanied by growing academic interest and widespread global adoption. Studies related to BABA have been actively conducted in South Korea, the United States, and China, with researchers from other countries increasingly showing interest and beginning to implement the technique in clinical practice. These findings suggest the potential for even broader global adoption of the BABA approach in the future.

Indexed as

bibliometric analysisBilateral axillo-breast approach (BABA)network analysisvisualization analysis

Identifiers

PMID40948930
PMCPMC12432938

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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.