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Updated: Sep 17, 2025

In Vivo Functional Study of Disease-associated Rare Human Variants Using Drosophila
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马巴融合用于隐私保护疾病预测

Muhammad Kashif Jabbar1,2, Huang Jianjun3,4, Ayesha Jabbar1,2

  • 1Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, 518060, China.

Scientific reports
|July 2, 2025
PubMed
概括

曼巴-Fusion 通过保护隐私的多模式数据分析来提高疾病预测. 这种联合学习 (FL) 方法可以实现高准确性,同时最大限度地降低通信成本并保护敏感的患者信息.

关键词:
预测慢性疾病的预测.在医疗保健中的差异隐私.层次聚合机制的层次聚合机制.多模式数据融合多模式数据融合保护隐私的联合学习保护隐私.可扩展的医疗保健分析.

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