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利用3D卷积神经网络准确识别和定位脚骨折

Hua Wang1, Jichong Ying2, Jianlei Liu2

  • 1Department of Medical Imaging, Ningbo No.6 hospital, Ningbo, People's Republic of China.

Therapeutics and clinical risk management
|November 25, 2024
PubMed
概括

3D-EfficientNetB7模型使用CT扫描准确诊断脚骨折. 这种人工智能方法改善了微妙骨折的检测,提高了患者的护理.

关键词:
三维卷积神经网络 3D卷积神经网络这是Grad-CAM.脚骨折 脚骨折 的情况诊断的准确性 诊断的准确性图像处理是图像处理的过程.机器学习是机器学习.医学成像医学成像骨科诊断 骨科诊断 骨科诊断

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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...