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Author

C. Zeigler

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Preprint Oct 2026

Label-free cell counting and viability prediction with brightfield imaging and deep learning

Cell viability assessment is a core requirement in cell culture systems, with critical applications in biopharmaceutical manufacturing and drug development. Conventionally, it is measured by adding membrane-impermeable dyes to a sample (a process called staining), which allows compromised cell membranes to be distingui...

Amir Reza Vazifeh, C. Zeigler, S. Meyyappan et al. · 0 citations

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