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Updated: Jan 15, 2026

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通过IoMT驱动的阿尔茨海默氏症预测模型,赋予了转移学习和可解释的医疗保健人工智能方法的权力5.0

Abdul Hannan Khan1, Danish Ali2, Shakeel Ahmed3

  • 1Department of Computer Science, Green International University, Lahore, Pakistan.

Scientific reports
|October 9, 2025
PubMed
概括

这项研究引入了一个使用医疗物联网 (IoMT) 数据的AI框架,用于准确预测阿尔茨海默病. 该模型结合了转移学习和可解释的AI,实现了高准确性,并为临床信任提供了可解释的结果.

关键词:
阿尔茨海默氏症 (AD) 是一种疾病.医疗事物的互联网 (IoMT)非传染性疾病 (NCD) 是一种非传染性疾病.其余神经网络 (ResNet) 和可解释的人工智能 (XAI).转移学习 (TL) 是指转移学习.

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