Continued pre-training of ESM Cambrian on HLA-associated peptides, followed by fine-tuning on quantitative IC50 data, produces a pMHC-I binding predictor (ESMCBA) with median Spearman 0.62, exceeding current predictors.
Title resolution pending
1 Pith paper cite this work, alongside 443 external citations. Polarity classification is still indexing.
1
Pith paper citing it
443
external citations · OpenAlex
citation-role summary
baseline 1
citation-polarity summary
fields
q-bio.QM 1years
2025 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
Continued domain-specific pre-training of protein language models for pMHC-I binding prediction
Continued pre-training of ESM Cambrian on HLA-associated peptides, followed by fine-tuning on quantitative IC50 data, produces a pMHC-I binding predictor (ESMCBA) with median Spearman 0.62, exceeding current predictors.