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SYSTEM AND METHOD FOR PERFORMING MULTI-OMICS DATA INTEGRATION

机译:执行多OMICS数据集成的系统和方法

摘要

Disclosed is a method and system for performing multi-omics data integration. The system comprises a data storing unit for storage of a plurality of datasets. The system also comprises a data processing circuitry implementing an artificial intelligence platform. The artificial intelligence platform analyzes behavior and distribution of the data and processes it to determine associated trend, for identification and removal of noise in high-dimensional data. The artificial intelligence platform identifies at least one missing value associated with the data and imputes it. Subsequently, the artificial intelligence platform generates a prediction score followed by a visual representation for the respective data, which is displayed on a graphical user interface presented on the display unit communicatively coupled to the data processing unit.
机译:公开了一种用于执行多OMICS数据集成的方法和系统。 该系统包括数据存储单元,用于存储多个数据集。 该系统还包括实现人工智能平台的数据处理电路。 人工智能平台分析了数据的行为和分布,并处理它以确定相关趋势,以识别和去除高维数据中的噪声。 人工智能平台识别与数据相关的至少一个缺失值并赋予它。 随后,人工智能平台生成预测得分,然后产生用于各个数据的视觉表示,其显示在呈现在通信地耦合到数据处理单元的显示单元上的图形用户界面上。

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