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| 人工智能辅助诊断及探测性能评估参数的讨论 |
| Discussion on evaluation parameters of artificial intelligence aided diagnosis and detection |
| 投稿时间：2019-06-24 修订日期：2019-08-07 |
| DOI： |
| 中文关键词: 人工智能医疗器械 性能评价 分类 分割 |
| 英文关键词: artificial intelligence medical device performance evaluation classification segmentation |
| 基金项目:中国食品药品检定研究院中青年发展研究基金课题：人工智能医疗器械软件性能评价方法研究(2018C5) |
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| 中文摘要: |
| 目的：人工智能医疗器械的应用越来越广泛，但目前并没有对其性能的评价标准。希望通过本文研究为人工智能医疗器械的客观评估提供帮助。方法：从不同的应用角度对人工智能医疗器械评估参数进行了梳理，比较了各个参数的特点和使用场景。结果：不同的评估参数所适用的场景不同，评估结果也存在差异，在进行人工智能产品评价时应根据产品特性合理选择。 |
| 英文摘要: |
| Objective:The application of artificial intelligence medical device is emerging, but evaluation protocol is not well established. It may provide help for objective evalution of artificial intelligence medical device. Method:This paper summarized evaluation parameters from different application perspectives, and compared the characteristics and application scenario.Results: Different evaluation parameters can be used in different scenarios, leading the different evaluation results. Therefore, In the evaluation of AI products, selection should be made according to the characteristics of products. |
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