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WA-ResUNet:一个聚焦的尾部类MRI医疗图像分割算法.

Haixia Pan1, Bo Gao1, Wenpei Bai2

  • 1College of Software, Beihang University, Beijing 100191, China.

Bioengineering (Basel, Switzerland)
|August 26, 2023
PubMed
概括

这项研究引入了一种新的加权注意力ResUNet (WA-ResUNet) 模型,以改善子宫MRI扫描中小,罕见的病变的医疗图像细分. 新方法提高了病变识别和整体细分的准确性,特别是在代表性不足的类别.

关键词:
注意力机制注意力机制阶级再平衡 阶级再平衡长尾分布分布的长尾动物医疗图像细分 医疗图像细分

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