Fusion of microscopic and diffraction images with VGG net for budding yeast recognition in imaging flow cytometry

Fusion of microscopic and diffraction images with VGG net for budding yeast recognition in imaging flow cytometry

Abstract Microscopic-Diffraction Imaging Flow Cytometry (MDIFC) is a high-throughput, stain-free technology that captures paired microscopic and diffraction images of cellular events, utilizing machine learning for the classification of cell subpopulations. However, MDIFC is still hindered by challe...

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Bibliographic Details
Main Authors: Yangguang Han, Qifeng Li, Pengpeng Sun, Xiangyun Ma, Yunpeng Yang, Ning Zhang, Jingwen Feng, Yu Sa
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Microscopic-diffraction imaging flow cytometry
Image fusion
VGG-net deep learning
Budding yeast
Online Access:https://doi.org/10.1038/s41598-025-09320-4
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https://doi.org/10.1038/s41598-025-09320-4

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