Automated, high-throughput quantification of EGFP-expressing neutrophils in zebrafish by machine learning and a highly-parallelized microscope - Efromson, John; Ferrero, Giuliano; Bègue, Aurélien; Doman, Thomas Jedidiah Jenks; Dugo, Clay; Barker, Andi; Saliu, Veton; Reamey, Paul; Kim, Kanghyun; Harfouche, Mark; Yoder, Jeffrey A. (PloS one, 2023)
Keywords: Algorithms; Analysis; Animal genetic engineering; Artificial intelligence; Automation; Cameras; Computer vision; Danio rerio; Data transmission; Disease resistance; Enhanced green fluorescent protein; Fertilization; Fluorescence; Genetic analysis; Health aspects; Image analysis; Image processing; Immune response; Immune system; In vivo methods and tests; Larvae; Learning algorithms; Leukocytes (neutrophilic); Machine learning; Mechanization; Microscopes; Neutropenia; Neutrophils; Open source software; Optics; Public software; Segmentation; Software packages; Statistical analysis; Statistical models; Zebra fish; Zebrafish; United States; United States--US