AIMC Topic: Batch Cell Culture Techniques

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Deep-learning-assisted medium optimization improves hyaluronic acid production by Streptococcus zooepidemicus.

Journal of bioscience and bioengineering Jun 1, 2025
To improve the efficiency of hyaluronic acid production by Streptococcus zooepidemicus, the growth medium was optimized with a pipeline involving a deep learning (DL) algorithm. To train the DL model, the initial training dataset (OA01-18) was design...
Algorithms Deep Learning Culture Media Bioreactors Hyaluronic Acid Batch Cell Culture Techniques Streptococcus equi
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A machine learning-based approach for improving plasmid DNA production in Escherichia coli fed-batch fermentations.

Biotechnology journal Jun 1, 2024
Artificial Intelligence (AI) technology is spearheading a new industrial revolution, which provides ample opportunities for the transformational development of traditional fermentation processes. During plasmid fermentation, traditional subjective pr...
Machine Learning Biomass Escherichia coli Bioreactors Fermentation Plasmids Batch Cell Culture Techniques
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