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集成深度学习网络,用于在膝盖X射线图像中自动化骨关节炎分级

Sun-Woo Pi1, Byoung-Dai Lee1, Mu Sook Lee2

  • 1Division of AI and Computer Engineering, Kyonggi University, Suwon, Republic of Korea.

Scientific reports
|December 22, 2023
PubMed
概括

这项研究引入了一个深度学习整体网络,用于使用X射线准确地分类膝盖关节骨关节炎的严重程度. 该模型实现了高性能,改善了主观临床评估,以便更好地诊断.

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相关概念视频

Classification of Bones01:18

Classification of Bones

The bones of the human skeletal system are of varied shapes, sizes, and functions. They can be classified based on their shape and function into four major classes: long bones, short bones, flat bones, and irregular bones. Some classifications include a fifth type, the sesamoid bones, as a separate class, whereas others categorize them under short bones.
Long and Short Bones
The appendicular skeleton, particularly the upper and lower limbs, is primarily made of long and short bones. The long...