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医院工作人员对使用人工智能的感知和知识:一项描述性研究

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卡塔尔的医院工作人员对医疗保健中的人工智能 (AI) 有积极的看法,但实际经验有限. 需要教育计划来促进人工智能的采用和改善患者护理.

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科学领域:

  • 医疗保健信息学 医疗保健信息学
  • 医疗人工智能 医疗人工智能
  • 临床技术的采用 临床技术的采用

背景情况:

  • 人工智能 (AI) 越来越多地融入医疗保健,为改善诊断和治疗提供了潜力.
  • 了解医疗保健工作者 (HCWs) 的观点对于成功实施AI至关重要.
  • 卡塔尔的医疗保健部门正在探索人工智能集成,需要对当地劳动力的准备情况进行评估.

研究的目的:

  • 评估医院工作人员对卡塔尔医疗保健机构人工智能的看法和知识.
  • 探索AI整合在临床环境中的影响.
  • 确定当前的AI使用水平,以及HCW对进一步学习的兴趣.

主要方法:

  • 在卡塔尔四家主要医院的902名医疗保健工作者中进行了一项描述性的横截面研究.
  • 数据通过匿名在线和纸质问卷收集,评估人口统计,AI感知和知识.
  • 使用STATA 17.0进行统计分析,在p < 0.05时确定显著性.

主要成果:

  • 大多数参与者 (56.1%) 感到使用人工智能在医疗实践中很舒服,72%的人认为人工智能可以改善医疗保健.
  • 尽管有积极的情绪,59.8%的人没有先前的AI经验,81.7%的人没有在他们的实践中利用AI.
  • 大多数HCW (85.4%) 表示希望更多地了解AI模型.

结论:

  • 卡塔尔的医疗保健工作者表现出对人工智能的积极看法和适度知识,但其临床应用有限.
  • 有针对性的教育举措对于提高医疗保健专业人员的AI能力和信心至关重要.
  • 解决人工智能采用障碍对于有效整合和改善患者治疗结果至关重要.