Convolutional Neural Networks–Based Image Analysis for the Detection and Quantification of Neutrophil Extracellular Traps

Over a decade ago, the formation of neutrophil extracellular traps (NETs) was described as a novel mechanism employed by neutrophils to tackle infections. Currently applied methods for NETs release quantification are often limited by the use of unspecific dyes and technical difficulties. Therefore,...

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Hlavní autoři: Aneta Manda-Handzlik, Krzysztof Fiok, Adrianna Cieloch, Edyta Heropolitanska-Pliszka, Urszula Demkow
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2020-02-01
Edice:Cells
Témata:
neutrophil extracellular traps (nets) quantification
automatic image analysis
convolutional neural networks (cnn), mask r-cnn
neutrophils
chronic granulomatous disease
reactive nitrogen species
nitric oxide
peroxynitrite
On-line přístup:https://www.mdpi.com/2073-4409/9/2/508
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