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Updated: Jul 2, 2026

Application of Deep Learning-Based Medical Image Segmentation via Orbital Computed Tomography
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利用深度学习的语义细分来成像珊瑚骨.

Alejandra Coronel-Zegarra1, Jamie L Knaub2, Vivian Merk1

  • 1Department of Chemistry and Biochemistry, Department of Ocean and Mechanical Engineering, Florida Atlantic University, Boca Raton, FL 33431, United States.

Journal of structural biology
|March 12, 2026
PubMed
概括

深度学习模型,特别是注意力U-Net,从微型CT扫描中准确地分割石质珊瑚骨. 这有助于理解珊瑚生长,物种差异以及疾病对骨架结构的影响.

关键词:
生物矿物质是一种生物矿物质.卷积神经网络是一种卷积神经网络.深度学习是一种深度学习.图像细分 图像细分 图像细分形态发生 形态发生 形态发生射线断层扫描X射线断层扫描

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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...