转移学习与蛇优化算法在骨髓细胞分类上的多模式表示,使用生物医学病理学图像

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Khaled Tarmissi1, Jamal Alsamri2, Mashael Maashi3

  • 1Department of Computer Science and Artificial Intelligence, College of Computing, Umm-AlQura University, Mecca, Saudi Arabia.

Scientific reports
|April 24, 2025
PubMed
概括

这项研究引入了一种新的AI方法,用于从图像中分类骨髓细胞,达到98.60%的准确性. 这一进步有助于更快,更精确的血液学诊断.

关键词:
骨髓细胞分类 骨髓细胞分类组织病理图像 组织病理图像图像预处理 图像预处理多式联运特征提取多式联运特征提取蛇优化算法 蛇优化算法

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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...