• Exploring the potential of machine learning for more efficient development and production of biopharmaceuticals

    4 days ago - By Wiley

    Abstract
    Principles of Industry 4.0 direct us to predict how pharmaceutical operations and regulations may exist with automation, digitization, artificial intelligence , and real time data acquisition. Machine learning , a sub-discipline of AI, involves the use of statistical tools to extract the desired information either through understanding the underlying patterns in the information or by development of mathematical relationships among the critical process parameters and critical quality attributes of biopharmaceuticals. ML is still in its infancy for directly supporting the...
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