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Label-free virtual staining of neutrophil extracellular traps (NETs) in microfluidics

descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 2023 Singapore Publisher:Royal Society of Chemistry (RSC)Journal:Lab on a Chip, volume 23, pages 3,936-3,944 (issn: 1473-0197, eissn: 1473-0189,

Authors: Chayakorn Petchakup; Siong Onn Wong; Rinkoo Dalan; Han Wei Hou;

doi: 10.1039/d3lc00398a

pmid: 37584074

handle: 10356/170954

Label-free virtual staining of neutrophil extracellular traps (NETs) in microfluidics

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Abstract

A virtual staining using convolutional neural networks was used to facilitate label-free quantification of NETs trapped in a microfluidic device based on morphological features in phase-contrast images.

Country

Singapore

Related Organizations

Nanyang Technological University
Singapore
Tan Tock Seng Hospital
Singapore
Nanyang Technological University
Singapore

Keywords

Neutrophils, Microfluidics, 610, 600, DNA, Extracellular Traps, Antibodies, Diabetes Mellitus, Type 2, Engineering::Mechanical engineering, :Mechanical engineering [Engineering], Humans, Tetradecanoylphorbol Acetate, Chemical Detection

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