Biochemistry, Genetics and Molecular Biology · Molecular Biology

vaccines and immunoinformatics approaches

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Abstract editorial illustration accompanying the article: AI and docking agreed in some drug screens, but not all

AI and docking agreed in some drug screens, but not all

Researchers evaluated three AI systems on hundreds of molecules bound to a SARS-CoV-2 protein and in three prospective drug screens. The results suggest that combining AI-based predictions with traditional docking may help prioritize candidates, although no single approach worked best in every test.

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Abstract editorial illustration accompanying the article: Predicting which peptides T cells recognize remains difficult for AI

Predicting which peptides T cells recognize remains difficult for AI

AI tools for predicting T-cell recognition often struggle when the peptide has not appeared in their training data. A study of structure-based classifiers found that extra training objectives can improve predictions for unfamiliar peptides, but the broader generalization problem remains.

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