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Related Concept Videos

Classification of Bones01:18

Classification of Bones

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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...
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Bone Remodeling01:40

Bone Remodeling

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Bone remodeling is a continuous and balanced process of bone resorption by osteoclasts and bone formation by osteoblasts. In adults, it helps maintain bone mass and calcium homeostasis. While mechanical stress can stimulate turnover as part of the normal maintenance and reparative process, several hormones also regulate bone remodeling.
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Updated: Jan 18, 2026

Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique
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Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique

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[Diffusion cycle-consistent generative adversarial networks for pelvic active bone marrow segmentation].

Li Zhuo1, Min Zeng1, Shunqian Tan1

  • 1School of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China.

Nan Fang Yi Ke Da Xue Xue Bao = Journal of Southern Medical University
|January 16, 2026
PubMed
Summary
This summary is machine-generated.

This study introduces a new diffusion cycle-consistent generative adversarial network for precise pelvic active bone marrow segmentation, enhancing radiotherapy accuracy for rectal cancer patients.

Area of Science:

  • Medical Imaging
  • Artificial Intelligence
  • Radiotherapy
Keywords:
active bone marrowdiffusion modelsgenerative adversarial networksimage segmentationrectal cancer

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