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Apr, 2019
MinCall - MinION端到端卷积深度学习基序呼叫器
MinCall - MinION end2end convolutional deep learning basecaller
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Neven Miculinić, Marko Ratković, Mile Šikić
TL;DR
研究使用深度学习和卷积神经网络来开发基于MinION便携式DNA测序系统的basecaller模型，最佳模型在使用R9孔径化学和1D读取的E.Coli数据集上实现了91.4%的匹配率。
Abstract
The Oxford Nanopore Technologies's
minion
is the first portable
dna sequencing
device. It is capable of producing long reads, over 100 kBp were reported. However, it has significantly higher error rate than other
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