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Updated: Jun 3, 2025

A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data
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deep-AMPpred:用于识别抗微生物及其功能活动的深度学习方法.

Jun Zhao1, Hangcheng Liu1, Leyao Kang1

  • 1School of Information and Artificial Intelligence, Anhui Provincial Engineering Research Center for Beidou Precision Agriculture Information, Key Laboratory of Agricultural Sensors for Ministry of Agriculture and Rural Affairs, Anhui Agricultural University, Hefei, Anhui 230036, China.

Journal of chemical information and modeling
|January 10, 2025
PubMed
概括

抗微生物 (AMP) 对于疾病防御至关重要. 一个新的深度学习工具,深度AMPpred,准确地识别AMP并预测其多种功能,提供潜在的抗生素替代品.

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相关概念视频

Antimicrobial Proteins01:23

Antimicrobial Proteins

Antimicrobial proteins are important components of the immune system. They aid the body in combating pathogens by either killing them directly or hindering their replication processes. Four main types of antimicrobial substances are interferons, the complement system, iron-binding proteins, and antimicrobial proteins.
Interferons
Interferons (IFNs) are proteins produced by lymphocytes, macrophages, and fibroblasts infected with viruses. While IFNs cannot prevent viruses from entering and...
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