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May, 2024
混合多头关注式三维Unet用于脑肿瘤分割
Hybrid Multihead Attentive Unet-3D for Brain Tumor Segmentation
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Muhammad Ansab Butt, Absaar Ul Jabbar
TL;DR
提出了一种新颖的混合多头注意力 U-Net 架构,用于准确的脑肿瘤分割,并捕捉复杂的空间关系和微妙的肿瘤边界。与 SegNet、FCN-8s 和 Dense121 U-Net 架构相比,该模型在评估性能指标方面表现出色。
Abstract
brain tumor segmentation
is a critical task in
medical image analysis
, aiding in the diagnosis and treatment planning of brain tumor patients. The importance of automated and accurate
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