AI in Surgery: Navigating Trends and Managerial Implications Through Bibliometric and Text Mining Odyssey.
| Autor: | Le MH; Faculty of Business Administration, Ho Chi Minh University of Banking, Ho Chi Minh City, Vietnam., Le TT; Department of International Business Administration, Chinese Culture University, Taipei, Taiwan., Tran PP; Faculty of Sport Science, Ton Duc Thang University, Ho Chi Minh City, Vietnam. |
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| Jazyk: | angličtina |
| Zdroj: | Surgical innovation [Surg Innov] 2024 Dec; Vol. 31 (6), pp. 630-645. Date of Electronic Publication: 2024 Oct 04. |
| DOI: | 10.1177/15533506241289481 |
| Abstrakt: | Background: This research employs bibliometric and text-mining analysis to explore artificial intelligence (AI) advancements within surgical procedures. The growing significance of AI in healthcare underscores the need for healthcare managers to prioritize investments in this technology. Purpose: To assess the increasing impact of AI on surgical practices through a comprehensive analysis of scientific literature, providing insights that can guide managerial decision-making in adopting AI solutions. Research Design: The study analyzes over 6000 scientific articles published since 1990 to evaluate trends and contributions in the field, informing managers about the current landscape of AI in surgery. Study Sample: The research focuses on publications from various influential publishers across North America, Northern Asia, and Eastern & Western Europe, highlighting key markets for AI implementation in surgical settings. Data Collection and Analysis: A bibliometric approach was utilized to identify key contributors and influential journals. At the same time, text-mining techniques highlighted significant keywords related to AI in surgery, aiding managers in recognizing essential areas for further exploration and investment. Results: The year 2022 marked a significant upsurge in publications, indicating widespread AI integration in healthcare. The U.S. emerged as the foremost contributor, followed by China, the UK, Germany, Italy, the Netherlands, and India. Key journals, such as Annals of Surgery and Spine Journal, play a crucial role in disseminating research findings, serving as valuable resources for managers seeking to stay informed. Conclusions: The findings underscore AI's pivotal role in enhancing diagnostic precision, predicting treatment outcomes, and improving operational efficiency in surgical practices. This progress represents a significant milestone in modern medical science, paving the way for intelligent healthcare solutions and further advancements in the field. Healthcare managers should leverage these insights to foster innovation and improve patient care standards. Competing Interests: Declaration of conflicting interestsThe author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article. |
| Databáze: | MEDLINE |
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