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使用深度学习卷积神经网络进行疾病诊断的面部识别:系统性审查和元分析

Xinru Kong1,2, Ziyue Wang1, Jie Sun3

  • 1Shandong University of Traditional Chinese Medicine, No. 16369, Jingshi Road, Lixia District, Jinan City, Shandong Province 250355, China.

Postgraduate medical journal
|August 5, 2024
PubMed
概括

深度学习面部识别显示高精度 (91.0%) 诊断罕见疾病和条件,如面部. 这项技术为医疗识别和未来应用提供了一个有前途的工具.

关键词:
卷积神经网络是一种卷积神经网络.疾病鉴定 疾病鉴定面部识别系统是面部识别系统.审查 审查 审查 审查 审查 审查

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Prosopagnosia01:24

Prosopagnosia

Prosopagnosia, also known as face blindness, is the inability to recognize faces. In severe cases, individuals with prosopagnosia may not recognize close family members, including parents and spouses, by their faces. For instance, someone with prosopagnosia might walk past their child in a crowd, only realizing their mistake upon noticing their child's distinctive backpack or favorite jacket. Prosopagnosia specifically impairs facial recognition, while the recognition of other objects or...
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