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医生对医疗保健领域人工智能(AI)的认知

Medical Doctors' Perceptions of Artificial Intelligence (AI) in Healthcare.

作者信息

Banerjee Arijita, Sarangi Pradosh Kumar, Kumar Sumit

机构信息

Physiology, Indian Institute of Technology Kharagpur, Kharagpur, IND.

Radiodiagnosis, All India Institute of Medical Sciences, Deoghar, Deoghar, IND.

出版信息

Cureus. 2024 Sep 30;16(9):e70508. doi: 10.7759/cureus.70508. eCollection 2024 Sep.

Abstract

Introduction With the current exponential expansion of robotics, implants, and imaging technologies, diagnostic processes within the healthcare industry are becoming popular platforms for artificial intelligence (AI) use. Thus, an understanding of physicians' attitudes toward AI and the extent to which medical educators are ready to work with AI is necessary. This research aimed to study doctors' perceptions of AI in healthcare. Methods A web-based questionnaire organized into four sections, namely, demographics, concepts of AI, education in AI, and implementation challenges related to AI, was designed systematically based on a literature search and circulated among medical doctors from various fields. Results Study participants exhibited a lower score toward familiarity with AI. Only 52.12% (74/142) of physicians completed the survey. The greatest challenge associated with the use of AI in therapeutic settings was found to be the degree of autonomy, with a score of 3.56. Among the participants, 67.61% felt that the lack of human supervision was the most important limiting factor in the implementation of AI in clinical practice. However, the participants demonstrated a strong interest in understanding the concepts of AI in the near future. Conclusion This study revealed a low degree of familiarity with AI, highlighting the need for medical schools and hospitals to establish specialized education and training programs for physicians to improve patient outcomes.

摘要

引言 随着当前机器人技术、植入物和成像技术呈指数级扩展,医疗行业内的诊断流程正成为人工智能(AI)应用的热门平台。因此,了解医生对人工智能的态度以及医学教育工作者准备好与人工智能合作的程度是很有必要的。本研究旨在探讨医生对医疗保健领域人工智能的看法。方法 基于文献检索系统设计了一份基于网络的问卷,问卷分为四个部分,即人口统计学、人工智能概念、人工智能教育以及与人工智能相关的实施挑战,并在各领域医生中进行了分发。结果 研究参与者对人工智能的熟悉程度得分较低。只有52.12%(74/142)的医生完成了调查。发现在治疗环境中使用人工智能的最大挑战是自主程度,得分为3.56。在参与者中,67.61%的人认为缺乏人工监督是临床实践中实施人工智能的最重要限制因素。然而,参与者对在不久的将来了解人工智能概念表现出浓厚兴趣。结论 本研究揭示了对人工智能的熟悉程度较低,凸显了医学院校和医院有必要为医生建立专门的教育和培训项目,以改善患者治疗效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b096/11524062/b4ef09991ed5/cureus-0016-00000070508-i01.jpg

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