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Using machine learning and / or neural networks to verify stem cells and their derivatives for use in cell therapy, drug discovery and diagnostics
Using machine learning and / or neural networks to verify stem cells and their derivatives for use in cell therapy, drug discovery and diagnostics
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机译：使用机器学习和/或神经网络来验证干细胞及其用于细胞疗法，药物发现和诊断的衍生物
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摘要
A method for non-invasive prediction of the characteristics of one or more cells and cell derivatives is provided.The method includes training a machine learning model using at least one of a plurality of training cell images representing a plurality of cells and data identifying the characteristics for the plurality of cells.This method is further a step of receiving at least one test cell image representing at least one test cell to be evaluated, and at least one test cell image is obtained non invasively and based on the absorbance as the absolute scale of light, the process The method of providing at least one test cell image to its trained machine learning model.Machine learning based on the trained machine learning model is used to predict the characteristics of at least one test cell.
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