Automated, high-throughput quantification of EGFP-expressing neutrophils in zebrafish by machine learning and a highly-parallelized microscope

Abstract excerpt

Normal development of the immune system is essential for overall health and disease resistance. Bony fish, such as the zebrafish ( Danio rerio ), possess all the major immune cell lineages as mammals and can be employed to model human host response to immune challenge. Zebrafish neutrophils, for example, are present in the transparent larvae as early as 48 hours post fertilization and have been examined in numero...

Topics

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• Algorithms
• Drug Evaluation, Preclinical
• Embryo, Nonmammalian
• High-Throughput Screening Assays
• Image Processing, Computer-Assisted
• Models, Animal
• Phenotype
• Zebrafish

Identifiers and source

Literature Corpus work

a9092e2a-9b10-5de6-bed7-32b1d8dbbc96

DOI

10.1101/2023.08.16.553550