Letter to The Rise of Intelligent Plastic Surgery: A 10-Year Bibliometric Journey Through AI Applications, Challenges, and Transformative Potential.
TL;DR
Despite enthusiasm for workflow integration, many surgical AI models remain proof of concept without prospective, real-world evaluation, external validation, or post-deployment surveillance, raising concerns about generalizability and bias.
OpenAlex 토픽 ·
Artificial Intelligence in Healthcare and Education
Radiomics and Machine Learning in Medical Imaging
AI in cancer detection
APA
Rong Zhang (2026). Letter to The Rise of Intelligent Plastic Surgery: A 10-Year Bibliometric Journey Through AI Applications, Challenges, and Transformative Potential.. Aesthetic plastic surgery, 50(6), 2346-2347. https://doi.org/10.1007/s00266-025-05261-5
MLA
Rong Zhang. "Letter to The Rise of Intelligent Plastic Surgery: A 10-Year Bibliometric Journey Through AI Applications, Challenges, and Transformative Potential.." Aesthetic plastic surgery, vol. 50, no. 6, 2026, pp. 2346-2347.
PMID
40965629
Abstract
This correspondence appraises "The Rise of Intelligent Plastic Surgery: A 10-Year Bibliometric Journey Through AI Applications, Challenges, and Transformative Potential." First, apparent "explosive" growth may reflect hype cycles, duplication, and editorial dynamics; impact should be triangulated with field-weighted citation impact, citation half-life, and distributions of study designs, including rates of external validation. Second, topic clusters derived from VOSviewer/CiteSpace risk conflating lexical proximity with practical centrality; calibration with expert Delphi panels and structured content analyses is needed to verify whether detected "hotspots"-shaped surgical decision making. Third, despite enthusiasm for workflow integration, many surgical AI models remain proof of concept without prospective, real-world evaluation, external validation, or post-deployment surveillance, raising concerns about generalizability and bias. Overall, the reviewed article offers a valuable quantitative foundation. LEVEL OF EVIDENCE IV: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266.
MeSH Terms
Humans; Surgery, Plastic; Bibliometrics; Artificial Intelligence; Plastic Surgery Procedures
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