Particles in pharmaceutical preparations cause safety problems in clinical use and are an important critical quality attribute (CQA) of products. Confocal Raman technology combined with the deep learning algorithm, for rapid characterization of particulate matter and precision, to antibody preparations, cells and genes from the egg and biological vaccine products such as drug discovery, formulation development and process optimization, the stability of deviation survey research, production, quality control, and provide powerful basis complaint handling.
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