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一个可解释的深度学习模型用于糖尿病足的分类,使用swin变压器和高效的多尺度注意力驱动网络

R Karthik1, Armaano Ajay2, Anshika Jhalani3

  • 1Centre for Cyber Physical Systems, Vellore Institute of Technology, Chennai, India.

Scientific reports
|February 3, 2025
PubMed
概括

结合Swin变压器和EMADN网络的新型深度学习模型准确地分类糖尿病足 (DFU). 这种双轨道方法改善了诊断,可能减少截肢和医疗保健成本.

关键词:
在美国,CNN是CNN.深度学习是一种深度学习.糖尿病足部 糖尿病足部混杂注意力 混杂注意力斯温变压器是什么意思

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