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4.2 AI-driven automated phenotypic recognition and data analytics Manual phenotyping in zebrafish is labor-intensive, subjective, and unscalable: a single 96-well plate generates 18 GB of data requiring 68 h of manual analysis, with high inter-observer variability ( Owing to embryonic transparency, high-throughput capability, and genetic conservation of inflammatory pathways with humans, zebrafish are a powerful model for pharmacodynamic evaluation of natural products

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[DOI] [Google Scholar] 158.Yoshimura K., Hiroki A., Yu H.-C., Zhao Y., Shishitani H., Yamaguchi S., Tanaka H., Maekawa Y

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Most research peptides remain stable for 14 30 days at 28C (35.646.4F)