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Updated: Jul 6, 2026

Outer-Boundary Assisted Segmentation and Quantification of Trabecular Bones by an Imagej Plugin
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通过使用深度学习方法从超声波图像中自动细分中面骨表面

M Yuan1, B Jie1, R Han2

  • 1Department of Oral and Maxillofacial Surgery, Peking University School and Hospital of Stomatology, Beijing, China; National Center for Stomatology, Beijing, China; National Clinical Research Center for Oral Diseases, Beijing, China; National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, China.

International journal of oral and maxillofacial surgery
|January 29, 2025
PubMed
概括

深度学习有效地从二维超声波图像中对面部骨进行细分. nnU-Net算法实现了最高的准确性,使无需辐射暴露的非侵入性3D骨建模成为可能.

关键词:
计算机辅助手术是计算机辅助的手术.深度学习是一种深度学习.面部骨头 面部骨头手术导航手术导航手术导航超声波成像 超声波成像

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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...