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Multi-pathway feature-level interpretability in MHC-i antigen presentation via concept-based modeling

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Accurate prediction of MHC-I antigen presentation is central to neoantigen discovery and immunotherapy development. Although recent deep-learning based predictors achieve high accuracy, most operate as black-box models, which limits interpretability, and conse... ...