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利用傅里叶变换和自组织映射的形态学区分健康和病理细胞
JoVE Journal
Cancer Research
This content is Free Access.
JoVE Journal Cancer Research
Morphology-Based Distinction Between Healthy and Pathological Cells Utilizing Fourier Transforms and Self-Organizing Maps
DOI:

08:59 min

October 28, 2018

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Chapters

  • 00:04Title
  • 01:11Reconstruct the 3D Image
  • 03:13Transform the 3D Reconstructed Surfaces into 2D Projections
  • 04:28Find the Periphery and Calculate the Fourier Components using Fiji
  • 05:13Self-Organizing Maps
  • 06:53Results: Robustness of SOM Mapping Approach
  • 08:32Conclusion

Summary

Automatic Translation

在这里, 我们提供了一个工作流, 可以根据其3维形状识别健康和病理细胞。我们描述了使用基于3D 表面的2D 投影轮廓的过程来训练自组织地图, 该图将提供调查的细胞种群的客观聚类。

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