BriefGPT.xyz
Aug, 2022
FCN-Transformer 特征融合在息肉分割中的应用
FCN-Transformer Feature Fusion for Polyp Segmentation
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Edward Sanderson, Bogdan J. Matuszewski
TL;DR
我们提出了一种新的体系结构,结合了transformer和全卷积分支,以实现大尺寸结肠镜图像的自动分割,具有先进的性能和更好的泛化能力,适用于肠镜检查中早期检测肠癌的应用。
Abstract
colonoscopy
is widely recognised as the gold standard procedure for the early detection of
colorectal cancer
(CRC). Segmentation is valuable for two significant clinical applications, namely lesion detection and
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