A stacked ensemble classifier for the discovery of prokaryotic efflux proteins based on sequence information
EPDiscovery offers a reliable alternative for annotating efflux proteins in large-scale bacterial genome studies, thus accelerating the discovery of potential EPs and contributing to the advancement of antimicrobial resistance research.
Authors
- Teng Xu (ORCID: https://orcid.org/0000-0001-6859-4202)
- Qian Wang (ORCID: https://orcid.org/0000-0002-5615-4506)
- Jianchao Ying (ORCID: https://orcid.org/0000-0002-6341-5903)
- Qiang Yue (ORCID: https://orcid.org/0000-0001-8480-8987)
- Tao Zhang (ORCID: https://orcid.org/0000-0001-5907-5312)
Institutions
- Wenzhou Medical University (CN)
- First Affiliated Hospital of Wenzhou Medical University (CN)
- Baotou Central Hospital (CN)
Publication Details
- Journal
- BMC Genomics
- Published
- 2025-09-29
- DOI
- https://doi.org/10.1186/s12864-025-12039-1
- Primary Topic
- Machine Learning in Bioinformatics
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Wenzhou Medical University
- Wenzhou Municipal Science and Technology Bureau