Advanced Predictive Modeling in Cell Line Development

Biopharmaceutical protein production requires high-performance cell lines. The process begins with selecting thousands of clones, which is narrowed down through several selection rounds to identify a single production clone. A critical phase in cell line development is single-cell cloning, due to the risk of selecting the wrong clone and encountering cell growth issues post-cloning.

Automation improves the process by enhancing consistency, and precision, and reducing operational time. In the webinar, experts explore advancements in predictive modeling using AI and machine learning, demonstrating how to increase the likelihood of selecting superior clones.

Key insights:

• artificial intelligence and machine learning enhance predictive capabilities
• the role of single-cell cloning in cell line development
• improving the efficiency of high-throughput clone generation through automation

Duration: 39 minutes

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