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Machine learning methods for small data and upstream bioprocessing applications: A comprehensive review

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Data are crucial for machine learning (ML) applications, yet acquiring large datasets can be costly and timeconsuming, especially in complex, resource-intensive fields like biopharmaceuticals. A key process in this industry is upstream bioprocessing, where liv... ...