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Deep Learning-Based 3D Leukocyte Differentiation Using Label-Free Higher Harmonic Generation Microscopy

2025-04-26

Abstract excerpt

Both in clinical practice and translational research, cell differentiation of leukocytes provides important information used for diagnostics or insights into pathophysiological mechanisms. The current gold-standard method for bronchoalveolar lavage fluid (BALF) analysis involves histochemical staining of cytospins, followed by manual morphological quantification. However, this approach is labor-intensive, time-con...

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Literature Corpus work
5a3c51f8-d14d-5fa6-a8ab-6cfc35ca3766
DOI
10.1101/2025.04.24.650417
Open publication

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Deep Learning-Based 3D Leukocyte Differentiation Using Label-Free Higher Harmonic Generation MicroscopyDOI 10.1101/2025.04.24.650417
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