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      Detecting the Interdisciplinary Nature and Topic Hotspots of Robotics in Surgery: Social Network Analysis and Bibliometric Study

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          Abstract

          Background

          With the widespread application of a robot to surgery, growing literature related to robotics in surgery (RS) documents widespread concerns from scientific researchers worldwide. Although such application is helpful to considerably improve the accuracy of surgery, we still lack the understanding of the multidiscipline-crossing status and topic distribution related to RS.

          Objective

          The aim of this study was to detect the interdisciplinary nature and topic hotspots on RS by analyzing the current publication outputs related to RS.

          Methods

          The authors collected publications related to RS in the last 21 years, indexed by the Web of Science Core Collection. Various bibliometric methods and tools were used, including literature distribution analysis at the country and institution level and interdisciplinary collaboration analysis in the different periods of time. Co-word analysis was performed based on the keywords with high frequency. The temporal visualization bar presented the evolution of topics over time.

          Results

          A total of 7732 bibliographic records related to RS were identified. The United States plays a leading role in the publication output related to RS, followed by Italy and Germany. It should be noted that the Yonsei University in South Korea published the highest number of RS-related publications. Furthermore, the interdisciplinary collaboration is uneven; the number of disciplines involved in each paper dropped from the initial 1.60 to the current 1.31. Surgery; Engineering; Radiology, Nuclear Medicine, and Medical Imaging; and Neurosciences and Neurology are the 4 core disciplines in the field of RS, all of which have extensive cooperation with other disciplines. The distribution of topic hotspots is in imbalanced status, which can be categorized into 7 clusters. Moreover, 3 areas about the evolution of topic were identified, namely (1) the exploration of techniques that make RS implemented, (2) rapid development of robotic systems and related applications in surgery, and (3) application of a robot to excision of tissues or organs targeted at various specific diseases.

          Conclusions

          This study provided important insights into the interdisciplinary nature related to RS, which indicates that the researchers with different disciplinary backgrounds should strengthen cooperation to publish a high-quality output. The research topic hotspots related to RS are relatively scattered, which has begun to turn to the application of RS targeted at specific diseases. Our study is helpful to provide a potential guide to the direction of the field of RS for future research in the field of RS.

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          Most cited references40

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          Effect of Robotic-Assisted vs Conventional Laparoscopic Surgery on Risk of Conversion to Open Laparotomy Among Patients Undergoing Resection for Rectal Cancer

          Robotic rectal cancer surgery is gaining popularity, but limited data are available regarding safety and efficacy.
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            Mapping Change in Large Networks

            Change is a fundamental ingredient of interaction patterns in biology, technology, the economy, and science itself: Interactions within and between organisms change; transportation patterns by air, land, and sea all change; the global financial flow changes; and the frontiers of scientific research change. Networks and clustering methods have become important tools to comprehend instances of these large-scale structures, but without methods to distinguish between real trends and noisy data, these approaches are not useful for studying how networks change. Only if we can assign significance to the partitioning of single networks can we distinguish meaningful structural changes from random fluctuations. Here we show that bootstrap resampling accompanied by significance clustering provides a solution to this problem. To connect changing structures with the changing function of networks, we highlight and summarize the significant structural changes with alluvial diagrams and realize de Solla Price's vision of mapping change in science: studying the citation pattern between about 7000 scientific journals over the past decade, we find that neuroscience has transformed from an interdisciplinary specialty to a mature and stand-alone discipline.
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              Continuum Robots for Medical Applications: A Survey

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                Author and article information

                Contributors
                Journal
                J Med Internet Res
                J. Med. Internet Res
                JMIR
                Journal of Medical Internet Research
                JMIR Publications (Toronto, Canada )
                1439-4456
                1438-8871
                March 2019
                26 March 2019
                : 21
                : 3
                : e12625
                Affiliations
                [1 ] School of Medicine and Health Management Tongji Medical College Huazhong University of Science & Technology Wuhan China
                [2 ] Institute of Smart Health Huazhong University of Science & Technology Wuhan China
                [3 ] Hubei Provincial Research Center for Health Technology Assessment Wuhan China
                Author notes
                Corresponding Author: Lining Shen shenln@ 123456163.com
                Author information
                http://orcid.org/0000-0002-7311-8777
                http://orcid.org/0000-0003-4247-6317
                http://orcid.org/0000-0001-5090-8832
                http://orcid.org/0000-0002-5081-4382
                Article
                v21i3e12625
                10.2196/12625
                6454338
                30912752
                7c233c07-3393-4676-9d9f-6964e03da0d2
                ©Lining Shen, Shimin Wang, Wei Dai, Zhiguo Zhang. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 26.03.2019.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License ( https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/.as well as this copyright and license information must be included.

                History
                : 31 October 2018
                : 1 December 2018
                : 31 December 2018
                : 2 January 2019
                Categories
                Original Paper
                Original Paper

                Medicine
                robotics,robotic surgery,interdisciplinary collaboration,topic hotspot,topic bursts,co-word analysis,bibliometric analysis,bibliometrics,social network analysis,robotic surgical procedures,laparoscopy

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