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Automation, Monitoring, and Standardization of Cell Product Manufacturing

机译:电池产品制造的自动化,监测和标准化

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Although regenerative medicine products are at the forefront of scientific research, technological innovation and clinical translation, their reproducibility and large-scale production are compromised by automation, monitoring and standardisation issues. To overcome these limitations, new technologies at software (e.g. algorithms and artificial intelligence models, combined with imaging software and machine learning techniques) and hardware (e.g. automated liquid handling, automated cell expansion bioreactor systems, automated colony-forming unit counting and characterisation units and scalable cell culture plates) level are under intense investigation. Automation, monitoring and standardisation should be considered at the early stages of the developmental cycle of cell products to deliver more robust and effective therapies and treatment plans to the bedside, reducing healthcare expenditure and improving services and patient care.
机译:虽然再生医学产品处于科学研究的最前沿,技术创新和临床翻译,其可重复性和大规模生产受自动化,监测和标准化问题损害。为了克服这些限制,软件的新技术(例如算法和人工智能模型,与成像软件和机器学习技术相结合)和硬件(例如,自动液体处理,自动细胞扩展生物反应器系统,自动污物形成单元计数和表征单位可伸缩细胞培养板)水平较为强烈的调查。应在细胞产品发育周期的早期阶段考虑自动化,监测和标准化,以向床边提供更强大的有效的疗法和治疗计划,减少医疗保健支出和改善服务和患者护理。

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