Segmentation of thyroid glands and nodules in ultrasound images using the improved U-Net architecture

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作者
Tianlei Zheng
Hang Qin
Yingying Cui
Rong Wang
Weiguo Zhao
Shijin Zhang
Shi Geng
Lei Zhao
机构
[1] China University of Mining and Technology,School of Information and Control Engineering
[2] Affiliated Hospital of Xuzhou Medical University,Artificial Intelligence Unit, Department of Medical Equipment Management
[3] Nanjing First Hospital,Department of Medical Equipment Management
[4] Affiliated Hospital of Xuzhou Medical University,Department of Pathology
[5] Affiliated Hospital of Xuzhou Medical University,Department of Ultrasound Medicine
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Convolutional neural network; Deep learning; Ultrasound images; Semantic segmentation; Thyroid nodule; U-Net;
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