A single deep learning framework, UniPTMs, jointly predicts five PTM types using fused protein embeddings, reporting MCC improvements of 3.2-11.4% over existing single-type models.
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UniPTMs: The First Unified Multi-type PTM Site Prediction Model via Master-Slave Architecture-Based Multi-Stage Fusion Strategy and Hierarchical Contrastive Loss
A single deep learning framework, UniPTMs, jointly predicts five PTM types using fused protein embeddings, reporting MCC improvements of 3.2-11.4% over existing single-type models.