From the Division of Plastic and Reconstructive Surgery, Duke University Medical Center; Zenn Plastic Surgery; and Cognovi Labs, Inc.
Plast Reconstr Surg. 2019 Aug;144(2):499-504. doi: 10.1097/PRS.0000000000005873.
The use of social media to discuss topics related to and within plastic surgery has become widespread in recent years; however, it remains unclear how to use this abundance of largely untapped data to propagate educational research in the field of plastic surgery. In this prospective, observational study, the authors aimed to delineate which plastic surgery-related topics evoked a significant emotional response within the study population and to assess the utility of motivational artificial intelligence within the field of plastic surgery.
Over a 4-month period (January to April of 2018), Cognovi Lab's artificial intelligence technology was used to search and analyze emotional reactions to several commonly hashtagged words. This innovative software uses several key metrics to describe its findings, including awareness, engagement, and motivation.
Of the search terms examined, "nose job" had the most awareness during the study period, and the topic that most engaged consumers emotionally was "liposuction." Interestingly, "liposuction" ranked only fifth in terms of awareness. Consumers showed the strongest positive motivation toward the subjects of "plastic surgery" and "cosmetic surgery," and the lowest motivation toward the topic of "tummy tucks."
This analysis by Cognovi Labs is the first quantitative effort to use the plethora of data on social media to interpret patient motivations and subsequent behavior. Moving forward, artificial intelligence technology will make it possible to predict which plastic surgery products, procedures, and practices will be successful. The findings presented in this article describe the unique viewpoint and power that this technology can deliver.
近年来,社交媒体在讨论与整形外科学相关的话题方面的应用已经变得非常普遍;然而,如何利用这些大量尚未开发的数据来推动整形外科学领域的教育研究仍不清楚。在这项前瞻性、观察性研究中,作者旨在描绘哪些与整形外科学相关的话题在研究人群中引起了显著的情绪反应,并评估整形外科学领域中动机人工智能的效用。
在 4 个月的时间(2018 年 1 月至 4 月)内,Cognovi Lab 的人工智能技术被用于搜索和分析对几个常见标签词的情绪反应。这项创新软件使用了几个关键指标来描述其发现,包括意识、参与度和动机。
在所检查的搜索词中,“鼻整形术”在研究期间的意识最高,而最能引起消费者情感共鸣的话题是“抽脂术”。有趣的是,“抽脂术”在意识方面仅排名第五。消费者对“整形手术”和“美容手术”这两个主题表现出最强烈的积极动机,而对“腹部除皱术”的动机最低。
Cognovi Labs 的这项分析是首次使用社交媒体上的大量数据来解释患者动机和后续行为的定量努力。展望未来,人工智能技术将使预测哪些整形手术产品、程序和实践将取得成功成为可能。本文提出的研究结果描述了这项技术的独特视角和力量。