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RNAVirHost: a machine learning-based method for predicting hosts of RNA viruses through viral genomes.

Guowei ChenJing-Zhe JiangYanni Sun
Published in: GigaScience (2024)
The application of machine learning models has proven beneficial in predicting hosts of RNA viruses. By integrating genomic traits and sequence homologies, RNAVirHost provides a cost-effective and efficient strategy for host prediction. We believe that RNAVirHost can greatly assist in RNA virus analyses and contribute to pandemic surveillance.
Keyphrases
  • machine learning
  • sars cov
  • artificial intelligence
  • public health
  • nucleic acid
  • genome wide
  • deep learning
  • copy number
  • amino acid