心血管医学中的人工智能支持工具:当前使用情况,感知和挑战的调查
Alexander Schepart1, Arianna Burton1, Larry Durkin2
1Pfizer Inc, New York, New York.
Cardiovascular digital health journal
|June 23, 2023
概括
人工智能 (AI) 工具在心血管疾病治疗方面表现有前途,但采用范围有限. 主要挑战包括可用性,成本,互操作性和信任,阻碍了广泛的临床整合.
科学领域:
- 心血管医学 心血管医学
- 医疗信息学 医疗信息学
- 人工智能的人工智能
背景情况:
- 目前存在许多针对心血管疾病 (CVD) 的人工智能支持工具,影响着公共健康.
- 然而,观察到在常规临床护理中仅限于采用.
研究的目的:
- 评估对CVD患者人工智能支持的数字健康工具的认识,感知和临床使用情况.
- 确定阻碍采用这些人工智能工具的挑战.
主要方法:
- 混合方法研究涉及与心脏病学家和卫生信息技术 (IT) 管理员的采访.
- 对一大群心脏病专家和IT管理员进行后续调查.
主要成果:
- 确定了五个主要挑战:知识有限,可用性差,成本限制,电子健康记录 (EHR) 互操作性不足,缺乏信任.
- 目前,少数心脏病专家使用人工智能工具,对未来实施的准备程度各不相同.
结论:
- 受访者认识到人工智能工具的潜力,以提高心血管保健的质量和效率.
- 在临床实践中广泛采用人工智能的基本障碍仍然存在.
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