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Ryan Peters

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Open access Jul 2026

Quantum convolutional HLA immunogenic peptide prediction (Q-CHIPP): Next-generation neoantigen prediction with quantum neural network

This work introduces Quantum Convolutional HLA Immunogenic Peptide Prediction (Q-CHIPP), a combinatorial framework integrating MHC binding and T-cell recognition that targets HLA-A*02:01–restricted 9-mer peptides and identifies those peptides known to be immunogenic, improving the prognostic impact of predicted neoantigen load.

Ryan Peters, Kahn Rhrissorrakrai, Prerana Bangalore Parthasarathy et al. · 0 citations