Machine Learning to Quantitate Neutrophil NETosis

We introduce machine learning (ML) to perform classification and quantitation of images of nuclei from human blood neutrophils. Here we assessed the use of convolutional neural networks (CNNs) using free, open source software to accurately quantitate neutrophil NETosis, a recently discovered process...

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Detalles Bibliográficos
Autores principales: Elsherif, Laila, Sciaky, Noah, Metts, Carrington A., Modasshir, Md., Rekleitis, Ioannis, Burris, Christine A., Walker, Joshua A., Ramadan, Nadeem, Leisner, Tina M., Holly, Stephen P., Cowles, Martis W., Ataga, Kenneth I., Cooper, Joshua N., Parise, Leslie V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6858304/
https://www.ncbi.nlm.nih.gov/pubmed/31729453
http://dx.doi.org/10.1038/s41598-019-53202-5

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