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Applications of artificial intelligence (AI) in therapeutic cell manufacturing and development of algorithms for bioprocess optimization
Statistical design of experiments (DOE), response surface methodology (RSM) and bioprocess analytics
Julie Audet research focuses on the development of biological search algorithms and their applications in stem cell manufacturing processes. The algorithms Julie Audet develops operate iteratively with experimental measurements and are designed to take into account biological systems in their operations. Algorithm-based optimization processes generate data which can be extracted using bioinformatics tools providing insights to cellular and molecular mechanisms. Julie Audet and her lab work to show that these algorithms can facilitate the discovery of defined culture conditions for refractory precursor cells.
Applications of artificial intelligence (AI) in therapeutic cell manufacturing and development of algorithms for bioprocess optimization
Statistical design of experiments (DOE), response surface methodology (RSM) and bioprocess analytics
Julie Audet research focuses on the development of biological search algorithms and their applications in stem cell manufacturing processes. The algorithms Julie Audet develops operate iteratively with experimental measurements and are designed to take into account biological systems in their operations. Algorithm-based optimization processes generate data which can be extracted using bioinformatics tools providing insights to cellular and molecular mechanisms. Julie Audet and her lab work to show that these algorithms can facilitate the discovery of defined culture conditions for refractory precursor cells.
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论文共 66 篇作者统计合作学者相似作者
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Javed K. Manesia,Harinad B. Maganti, Sakhar Almoflehi,Suria Jahan, Tanvir Hasan, Roya Pasha, Chelsea Mcgregor, Nellie Dumont,Josee Laganiere,Julie Audet,Nicolas Pineault
CELL REPORTS METHODSno. 12 (2023): 100663-100663
Neal I. Callaghan,Lauren J. Durland,Wenliang Chen,Uros Kuzmanov, Maria Zena Miranda, Zahra Mirzaei,Ronald G. Ireland,Erika Yan Wang,Karl Wagner,Michelle M. Kim,Julie Audet,Paul Santerre,
biorxiv(2022)
N. Callaghan, L. Durland, W. Chen,U. Kuzmanov, M. Z. Miranda, Z. Mirzaei,R. Ireland, M. M. Kim,J. Audet,P. Santerre,A. Gramolini, S. Mital,
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Harinad B Maganti,Javed Manesia, Tanvir Hasan, Chelasea Mcgregor,Roya Pasha, David Allan,Julie Audet,Nicolas Pineault
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