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Jun, 2024
SAM-VMNet:冠状动脉造影血管分割的深度神经网络
SAM-VMNet: Deep Neural Networks For Coronary Angiography Vessel Segmentation
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Xueying Zeng, Baixiang Huang, Yu Luo, Guangyu Wei, Songyan He...
TL;DR
我们提出了一种新颖的体系结构SAM-VMNet,它结合了MedSAM的强大特征提取能力和VM-UNet的线性复杂性视觉状态空间模型的优势,具有更快的推理速度和更强的数据处理能力,实现了CTA图像的更高分割准确性和稳定性。
Abstract
coronary artery disease
(CAD) is one of the most prevalent diseases in the cardiovascular field and one of the major contributors to death worldwide.
computed tomography angiography
(CTA) images are regarded as t
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