PCVR: a pre-trained contextualized visual representation for DNA sequence classification
PCVR significantly improves DNA sequence classification accuracy and shows strong potential for new species discovery due to its effective capture of global information and robustness. Codes for PCVR are available at https://github.com/jiaruizhou/PCVR .
Authors
- Hui Wu (ORCID: https://orcid.org/0009-0005-3392-4829)
- Cong‐Zhao Zhou (ORCID: https://orcid.org/0000-0002-6881-7151)
- Wengang Zhou (ORCID: https://orcid.org/0000-0003-1690-9836)
- Houqiang Li (ORCID: https://orcid.org/0000-0003-2188-3028)
- Kang Du (ORCID: https://orcid.org/0000-0001-9947-2320)
- Jiarui Zhou (ORCID: https://orcid.org/0009-0009-5396-6988)
Institutions
- University of Science and Technology of China (CN)
Publication Details
- Journal
- BMC Bioinformatics
- Published
- 2025-05-09
- DOI
- https://doi.org/10.1186/s12859-025-06136-x
- Citations
- 1
- Primary Topic
- Genomics and Phylogenetic Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.81