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咖啡馆:使用联邦自主监督学习进行胸部X射线分析,用于儿科COVID-19检测

Abhijeet Parida1, Syed Muhammad Anwar1,2, Malhar P Patel3

  • 1Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, 111 Michigan Ave, Washington, DC 20010, USA.

Proceedings of SPIE--the International Society for Optical Engineering
|June 14, 2024
PubMed
概括

一个新的AI模型使用联合自主监督学习 (FSSL) 来改善儿童胸部X射线 (CXR) 中的COVID-19检测. 这种方法提高了视觉转换器 (ViT) 的性能,实现了在儿童中诊断COVID-19的更高准确性.

关键词:
诊断COVID-19的诊断结果是什么胸部X射线 胸部X射线联合学习学习 (Federated Learning) 是一种联合学习.联合自主监督学习学习医学成像医学成像儿科患者 儿科患者维护隐私 - 维护隐私视觉转换器 视觉转换器

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