医生对人工智能当前和未来对胃肠病学领域影响的看法。

Physician perceptions on the current and future impact of artificial intelligence to the field of gastroenterology.

机构信息

Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA.

Department of Gastroenterology, Swedish Medical Center, Seattle, Washington, USA.

出版信息

Gastrointest Endosc. 2024 Apr;99(4):483-489.e2. doi: 10.1016/j.gie.2023.11.053. Epub 2024 Feb 26.

Abstract

BACKGROUND AND AIMS

The use of artificial intelligence (AI) has transformative implications to the practice of gastroenterology and endoscopy. The aims of this study were to understand the perceptions of the gastroenterology community toward AI and to identify potential barriers for adoption.

METHODS

A 16-question online survey exploring perceptions on the current and future implications of AI to the field of gastroenterology was developed by the American Society for Gastrointestinal Endoscopy AI Task Force and distributed to national and international society members. Participant demographic information including age, sex, experience level, and practice setting was collected. Descriptive statistics were used to summarize survey findings, and a Pearson χ analysis was performed to determine the association between participant demographic information and perceptions of AI.

RESULTS

Of 10,162 invited gastroenterologists, 374 completed the survey. The mean age of participants was 46 years (standard deviation, 12), and 299 participants (80.0%) were men. One hundred seventy-nine participants (47.9%) had >10 years of practice experience, with nearly half working in the community setting. Only 25 participants (6.7%) reported the current use of AI in their clinical practice. Most participants (95.5%) believed that AI solutions will have a positive impact in their practice. One hundred seventy-six participants (47.1%) believed that AI will make clinical duties more technical but will also ease the burden of the electronic medical record (54.0%). The top 3 areas where AI was predicted to be most influential were endoscopic lesion detection (65.3%), endoscopic lesion characterization (65.8%), and quality metrics (32.6%). Participants voiced a desire for education on topics such as the clinical use of AI applications (64.4%), the advantages and limitations of AI applications (57.0%), and the technical methodology of AI (44.7%). Most participants (42.8%) expressed that the cost of AI implementation should be covered by their hospital. Demographic characteristics significantly associated with this perception included participants' years in practice and practice setting.

CONCLUSIONS

Gastroenterologists have an overall positive perception regarding the use of AI in clinical practice but voiced concerns regarding its technical aspects and coverage of costs associated with implementation. Further education on the clinical use of AI applications with understanding of the advantages and limitations appears to be valuable in promoting adoption.

摘要

背景和目的

人工智能(AI)的使用对胃肠病学和内镜检查的实践具有变革性的意义。本研究的目的是了解胃肠病学界对 AI 的看法,并确定采用 AI 的潜在障碍。

方法

由美国胃肠内镜学会 AI 工作组开发了一项 16 个问题的在线调查,旨在探讨 AI 当前和未来对胃肠病学领域的影响,并分发给国家和国际学会成员。收集了参与者的人口统计学信息,包括年龄、性别、经验水平和实践环境。使用描述性统计数据总结调查结果,并进行 Pearson χ 分析,以确定参与者人口统计学信息与对 AI 的看法之间的关联。

结果

在邀请的 10162 名胃肠病学家中,有 374 人完成了调查。参与者的平均年龄为 46 岁(标准差为 12),299 名参与者(80.0%)为男性。179 名参与者(47.9%)有超过 10 年的实践经验,近一半人在社区环境中工作。只有 25 名参与者(6.7%)报告在临床实践中使用 AI。大多数参与者(95.5%)认为 AI 解决方案将对他们的实践产生积极影响。176 名参与者(47.1%)认为 AI 将使临床职责更加技术化,但也将减轻电子病历的负担(54.0%)。预测 AI 最具影响力的前 3 个领域是内镜下病变检测(65.3%)、内镜下病变特征描述(65.8%)和质量指标(32.6%)。参与者希望在 AI 应用的临床使用(64.4%)、AI 应用的优势和局限性(57.0%)以及 AI 技术方法(44.7%)等主题上接受教育。大多数参与者(42.8%)表示,AI 实施的成本应由医院承担。与这种看法显著相关的人口统计学特征包括参与者的从业年限和实践环境。

结论

胃肠病学家对 AI 在临床实践中的应用总体持积极态度,但对其技术方面和与实施相关的成本覆盖表示关注。进一步教育 AI 应用的临床使用,并了解其优势和局限性,似乎有助于促进采用。

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