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肺部部分任何模型 (LuSAM):一个解的提示符集成框架,用于在胸部X射线图像上进行自动肺部细分

Rishika Iytha Sridhar1, Rishikesan Kamaleswaran1,2,3,4,5,6

  • 1Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, United States of America.

Biomedical physics & engineering express
|May 23, 2024
PubMed
概括

这项研究在胸部X射线中增强了肺部细分,使用具有空间注意力的细分任何模型 (SAM). 这提高了检测肺部疾病的准确性,有助于临床决策.

关键词:
胸部X射线 胸部X射线 胸部X射线深度学习是一种深度学习.肺部细分 肺部细分细分任何东西模型模型.空间注意力机制空间注意力机制

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The lungs are a pair of vital organs connected to the trachea via the left and right bronchi. The base of these organs meets the dome-shaped muscle known as the diaphragm. Encased by the pleurae, the lungs contact the mediastinum. The right lung is shorter yet wider, and has a larger volume than the left lung. The left lung has an indentation known as the cardiac notch. The superior region of the lungs is referred to as the apex, whereas the base is the lower region near the diaphragm. The...