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FUSegNet:用于足部溃疡分割的深度卷积神经网络(英文版)

发布者:wx****3c
2023-05-05
816 KB 16 页
人工智能(AI)
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FUSegNet:用于足部溃疡分割的深度卷积神经网络【英文版】.pdf
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英文标题:FUSegNet: A Deep Convolutional Neural Network for Foot Ulcer Segmentation中文摘要:本文提出了一种名为 FUSegNet 的模型,利用预训练的 EfficientNet-b7 作为骨干网络,通过并行 scSE 模块来提高足部溃疡分割的准确率,并在公开数据集上取得最佳结果,模型代码可在给定链接获得。英文摘要:This paper presents FUSegNet, a new model for foot ulcer segmentation indiabetes patients, which uses the pre-trained EfficientNet-b7 as a backbone toaddress the issue of limited training samples. A modified spatial and channelsqueeze-and-excitation (scSE) module called parallel scSE or P-scSE is propos

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