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Updated: Jul 15, 2026

Automated Quantification of Hematopoietic Cell – Stromal Cell Interactions in Histological Images of Undecalcified Bone
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一种完全自动化的基于U-net的ROI定位和骨年龄评估方法

Yuzhong Zhao1, Yihao Wang1, Haolei Yuan2

  • 1Institute of Natural Sciences, School of Mathematical Sciences, MOE-LSC & Shanghai National Center for Applied Mathematics (SJTU Center), Shanghai Jiao Tong University, Shanghai 200030, China.

Mathematical biosciences and engineering : MBE
|February 14, 2025
PubMed
概括

本研究引入了一种用于骨年龄评估 (BAA) 的自动深度学习方法,比传统技术提高了准确性和效率. 这种新的方法精确地定位骨区域,使青少年可靠的生物发育评估成为可能.

关键词:
在ROI本地化方面.在U-net中,U-net是指U-net网络.骨年龄评估 骨年龄评估可以解释的解释性.

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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...