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Employing active learning in the optimization of culture medium for mammalian cells - npj Systems Biology and Applications

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Employing active learning in the optimization of culture medium for mammalian cells - npj Systems Biology and Applications

Medium optimization is a crucial step during cell culture for biopharmaceutics and regenerative medicine; however, this step remains challenging, as both media and cells are highly complex systems. Here, we addressed this issue by employing active learning. Specifically, we introduced machine learning to cell culture experiments to optimize culture medium. The cell line HeLa-S3 and the gradient-boosting decision tree algorithm were used to

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Employing active learning in the optimization of culture medium for mammalian cells - npj Systems Biology and Applications

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Employing active learning in the optimization of culture medium for mammalian cells - npj Systems Biology and Applications

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