Pre-training with a rational approach for antibody sequence representation
The antibody latent representation provided by PARA can substantially facilitate studies in relevant areas. We believe that PARA's superior performance in capturing antibody sequence information offers significant potential for both antibody property prediction and the development of novel therapeutics. PARA is available at https://github.com/xtalpi-xic.
Authors
- Lipeng Lai (ORCID: https://orcid.org/0000-0002-2275-356X)
- Xiangrui Gao (ORCID: https://orcid.org/0000-0002-3316-1308)
- Changling Cao (ORCID: https://orcid.org/0000-0002-2739-2003)
- Chenfeng He
Institutions
- Beijing Institute of Technology (CN)
Publication Details
- Journal
- Frontiers in Immunology
- Published
- 2024-10-23
- DOI
- https://doi.org/10.3389/fimmu.2024.1468599
- Citations
- 4
- Primary Topic
- vaccines and immunoinformatics approaches
- Type
- article
- Field-Weighted Citation Impact
- 0.94