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#graph neural networks Review Open access Sep 2026

Predictive accuracy of peptide–target interaction models in drug discovery: a systematic review and meta-analysis

Background Peptides represent promising therapeutic agents due to their high specificity, biocompatibility, and capacity to modulate protein–protein interactions. However, the field faces critical challenges: inconsistent evaluation metrics, heterogeneous datasets, and poor reproducibility, which together undermine obj...

William Waldock, Ahmad Guni, Ara Darzi et al. · 0 citations

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