在尼泊尔利用人工智能进行结核病查
Data Ram Adhikari1, Young Ae Kang2, Sujan Gautam3
1Ministry of Health and Population, Nepal.
The Indian journal of tuberculosis
|August 10, 2023
概括
结核病人工智能 (AI4TB) 软件在诊断结核病症状方面显示出比人类读者更高的灵敏度. 在实验室测试之前,AI4TB可以作为一个有价值的选工具,特别是在资源有限的环境中.
科学领域:
- 医学成像分析 医学成像分析
- 医疗保健中的人工智能
- 传染病诊断 传染病诊断 传染病诊断
背景情况:
- 结核病 (TB) 诊断需要及时进行查和开始治疗.
- 用于结核病的人工智能 (AI4TB) 软件为结核病嫌疑人提供治疗点查.
- 对AI4TB的诊断性能与既有方法进行评估至关重要.
研究的目的:
- 评估AI4TB软件的诊断意义和实用性.
- 将AI4TB性能与人类专家阅读器和细菌学测试进行比较.
- 确定AI4TB作为可疑结核病患者查工具的有效性.
主要方法:
- 一项横截面研究包括197名患有结核病暗示症状的参与者.
- 胸部X射线由AI4TB软件和两个人类读取器分析.
- 进行了细菌学测试,并使用卡帕统计数据评估了读者之间的可靠性.
主要成果:
- AI4TB在50.3%62.4%的不同值病例中发现了异常X射线.
- 人类读者分别发现了28.4%和37.1%的结核病例.
- 在0.5和0.6门时,AI4TB表现出相当的灵敏度准确性 (AUC=0.720.77).
结论:
- 对于结核病症状查,AI4TB表现出比人类读者更高的灵敏度.
- AI4TB是可疑结核病患者的相关实验室前查工具.
- AI4TB可以支持在资源有限,医疗保健劳动力短缺的地区进行结核病诊断.
相关概念视频
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