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Updated: Sep 9, 2025

Label-Free Identification of Lymphocyte Subtypes Using Three-Dimensional Quantitative Phase Imaging and Machine Learning
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ホログラフィックトモグラフィによる屈折指数点雲に基づく軽量で正確な細胞分類

Haoyuan Wang1,2,3, Difeng Wu1,2,3, Miao Zheng1,2,3

  • 1Guangdong University of Technology, Institute of Advanced Photonics Technology, School of Information Engineering, Guangzhou, China.

Journal of biomedical optics
|September 4, 2025
PubMed
まとめ

この研究は,ホログラフィックトモグラフィによる屈折指数 (RI) の点雲を用いた新しい3D細胞分類法を導入しています. このアプローチは,疾患診断などのアプリケーションで高い精度を維持しながら,計算負荷を大幅に削減します.

キーワード:
細胞分類ディープラーニングホログラムトモグラフィーポイントクラウド屈折率

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関連する概念動画

Imaging Biological Samples with Optical Microscopy01:18

Imaging Biological Samples with Optical Microscopy

Optical microscopy uses optic principles to provide detailed images of samples. Antonie van Leeuwenhoek designed the first compound optical microscope in the 17th century to visualize blood cells, bacteria, and yeast cells. In 1830, Joseph Jackson Lister created an essentially modern light microscope. The 20th century saw the development of microscopes with enhanced magnification and resolution.
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
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