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Updated: Jun 8, 2025

DNA Virus Detection System Based on RPA-CRISPR/Cas12a-SPM and Deep Learning
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XCNN-SC:可解释的CNN对SARS-CoV-2变种的分类和突变检测检测

Elmira Yektadoust1, Amin Janghorbani1, Ahmad Farhad Talebi1

  • 1Biotechnology Department, Faculty of New Sciences and Technologies, Semnan University, Semnan, Iran.

Computers in biology and medicine
|November 4, 2024
PubMed
概括

一个深度学习模型使用基因组数据准确地分类了七种严重急性呼吸综合征冠状病毒2 (SARS-CoV-2) 变体. 这种方法还确定了关键突变,有助于理解变体进化和功能差异.

关键词:
这是一个CNN模型,CNN模型.分类 分类 分类 分类.新冠病毒新冠病毒新冠病毒.可以解释的模型.突变检测检测 突变检测检测

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