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DL-CNV: A deep learning method for identifying copy number variations based on next generation target sequencing.

Mathematical biosciences and engineering : MBE Sep 30, 2019
Copy number variations (CNVs) play an important role in many types of cancer. With the rapid development of next generation sequencing (NGS) techniques, many methods for detecting CNVs of a single sample have emerged: (i) require genome-wide data of ...
Humans Algorithms Databases, Factual Reproducibility of Results Sensitivity and Specificity Deep Learning Genome-Wide Association Study ROC Curve Lung Neoplasms Carcinoma, Non-Small-Cell Lung DNA Copy Number Variations Area Under Curve High-Throughput Nucleotide Sequencing In Situ Hybridization, Fluorescence Receptor, ErbB-2 Genome, Human False Positive Reactions Exons Proto-Oncogene Proteins c-met
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