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人工智能的神通:医生们准备好了吗?

The wizard of artificial intelligence: Are physicians prepared?

作者信息

Radhwi Osman O, Khafaji Mawyah A

机构信息

Department of Hematology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia.

Department of Radiology, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia.

出版信息

J Family Community Med. 2024 Oct-Dec;31(4):344-350. doi: 10.4103/jfcm.jfcm_144_24. Epub 2024 Oct 10.

Abstract

BACKGROUND

Despite the increasing use of artificial intelligence (AI) in medicine, research into the knowledge and attitudes of medical experts toward AI is limited. This study aimed to assess physicians' attitudes and perceptions of AI applications in healthcare.

MATERIALS AND METHODS

A cross-sectional study was conducted at the College of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia between November 1 and December 20, 2023. Data was collected using a web-based validated self-administered questionnaire; information sought included demographics, familiarity with AI technology, attitudes towards AI applications in medicine, and perceived risks associated with its implementation. Data analysis performed using SPSS. Categorical variables were presented as frequencies and percentages, whereas mean and standard deviations were calculated for continuous variables. Four domains were used as study variables: familiarity, attitude, AI application, and possible risks. The domains were compared to the scored individual question using Pearson's correlation coefficient.

RESULTS

A total of 128 academic staff participated (response rate 21.3%). About 41% reported being aware of AI as an emerging field and expressed desire to learn about AI. Concerns about the effect of AI on physicians' employability were not prominent. Instead, most (65.6%) agreed that new positions would be created and that the job market for those who embraced AI would increase. Thirty-two percent reported actively seeking out new technologies in their practice areas, and 24.2% would be willing to adapt AI to practice if its usefulness was published in scientific journals. Most participants (87.5%) agreed that dedicated courses would help them implement AI in their specialty. The most commonly reported problem of AI was its inability to provide opinions in unexpected scenarios. A quarter of participants believed that both AI creators and doctors should be liable for AI-caused medical errors. Physician's age, gender, or years of experience were not related to their familiarity with or attitudes toward AI.

CONCLUSION

Doctors are open to learning about AI use in medicine. Including AI learning objectives or short courses in medical curricula would help physicians develop the necessary skills for an AI-augmented healthcare system.

摘要

背景

尽管人工智能(AI)在医学领域的应用日益广泛,但针对医学专家对AI的知识和态度的研究却很有限。本研究旨在评估医生对AI在医疗保健中的态度和看法。

材料与方法

2023年11月1日至12月20日,在沙特阿拉伯吉达阿卜杜勒阿齐兹国王大学医学院进行了一项横断面研究。使用基于网络的经过验证的自填式问卷收集数据;所寻求的信息包括人口统计学信息、对AI技术的熟悉程度、对AI在医学中的应用的态度以及与AI实施相关的感知风险。使用SPSS进行数据分析。分类变量以频率和百分比表示,连续变量计算均值和标准差。四个领域用作研究变量:熟悉程度、态度、AI应用和可能的风险。使用Pearson相关系数将这些领域与评分的单个问题进行比较。

结果

共有128名学术人员参与(回复率21.3%)。约41%的人报告意识到AI是一个新兴领域,并表示希望了解AI。对AI对医生就业能力的影响的担忧并不突出。相反,大多数人(65.6%)同意将创造新的职位,并且接受AI的人的就业市场将会增加。32%的人报告在其执业领域积极寻求新技术,24.2%的人表示如果AI的有用性发表在科学期刊上,愿意在实践中采用AI。大多数参与者(87.5%)同意专门的课程将帮助他们在自己的专业中实施AI。最常报告的AI问题是它无法在意外情况下提供意见。四分之一的参与者认为AI创造者和医生都应对AI导致的医疗错误负责。医生的年龄、性别或经验年限与他们对AI的熟悉程度或态度无关。

结论

医生愿意学习在医学中使用AI。在医学课程中纳入AI学习目标或短期课程将有助于医生培养在AI增强的医疗保健系统中所需的技能。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1555/11604183/840c61161baf/JFCM-31-344-g001.jpg

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