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Updated: Jun 11, 2025

Automated Quantification of Hematopoietic Cell – Stromal Cell Interactions in Histological Images of Undecalcified Bone
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一个基于自我监督学习和血细胞多功能融合的细粒度图像分类算法

Nan Jia1, Jingxia Guo1, Yan Li2

  • 1Baotou Medical College, Baotou, 014040, Inner Mongolia, China.

Scientific reports
|October 3, 2024
PubMed
概括

这项研究引入了改进的视觉转换器模型用于血细胞图像分类,提高了白血病诊断的准确性. 该方法将蒙面自动编码器 (MAE) 预训练与特征融合相结合,以提供更可靠和客观的诊断支持.

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相关概念视频

Flow Cytometry01:23

Flow Cytometry

The development of flow cytometry techniques began in 1934 with initial attempts by Andrew Moldavan, a bacteriologist who counted the cells in a flowing capillary system. Moldavan pumped cells through a capillary tube focused under a microscope for visualization. The invention of photometry allowed the measurement of differentially-stained cells, and Louis Kamentsky developed the first multiparameter flow cytometer in 1965 to identify and count the cancer cells in cervical tissue specimens.
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