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SOMATIC MUTATION DETECTION DEVICE AND METHOD, HAVING REDUCED SEQUENCING PLATFORM-SPECIFIC ERRORS

机译:体细胞突变检测装置和方法,具有降低的测序平台特异性误差

摘要

A mutation detection device comprises: a memory for storing software for implementing a neural network; and a processor for detecting a mutation by executing the software, wherein the processor generates first genomic data extracted from tissue being detected for, and second genomic data extracted from normal tissue, extracts image data by preprocessing the first genomic data and second genomic data, and detects a mutation in the tissue being detected for, on the basis of the image data through the neural network which is trained to correct a false positive specifically occurring in a sequencing platform.
机译:突变检测装置包括:用于存储用于实现神经网络的软件的存储器;和通过执行软件来检测突变的处理器,其中处理器生成从检测到的组织中提取的第一基因组数据,以及从正常组织提取的第二基因组数据,通过预处理第一基因组数据和第二基因组数据来提取图像数据,以及在通过神经网络的基础上检测被检测的组织中的突变,该神经网络被训练以训练以校正在排序平台中的假阳性。

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