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Lite-YOLOv8:一种用于检测结核病细菌的更轻量级算法

Yonghong Li1,2, Haiyang Qiu3, Sidong Xian2

  • 1School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, 400065, P.R. China.

Medical & biological engineering & computing
|September 12, 2024
PubMed
概括

这项研究介绍了Lite-YOLOv8,这是一个优化的深度学习模型,用于检测唾液样本中的结核菌. 新的算法提高了准确性,并大大减少了模型大小,有助于在医疗设备上部署.

关键词:
深度学习是一种深度学习.模型轻量级 模型轻量级检测小物体的检测.结核细菌的结核细菌是什么这就是YOLOv8的意义.

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Tuberculosis, more commonly referred to as TB, is an infectious disease stemming from Mycobacterium tuberculosis. While it primarily impacts the lungs, TB can also affect other body areas. Given its severity and global impact, timely and accurate diagnosis is crucial for controlling its spread and improving patient outcomes.
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