Geneos and West China launch Phase I II Neoantigen

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

Researchers have applied Quantum Convolutional Neural Networks (QCNNs) to neoantigen prediction, addressing limitations of classical models in handling noisy, small datasets. Using a 46-qubit hardware experiment with noise mitigation techniques, the study achieved a 6% increase in classification accuracy for MHC binding and immunogenicity prediction compared to classical baselines. This work demonstrates the potential of quantum computing to enhance precision in neoantigen identification.