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Deep neural networks predict class I major histocompatibility complex epitope presentation and transfer learn neoepitope immunogenicity

Benjamin Alexander Albert, Yunxiao Yang, Xiaoshan M. Shao, Dipika Singh, Kellie N. Smith, Valsamo Anagnostou, Rachel Karchin

2023Nature Machine Intelligence88 citationsDOIOpen Access PDF

Topics & Concepts

ImmunogenicityEpitopeMajor histocompatibility complexComputational biologyMHC class IComputer scienceHuman leukocyte antigenImmunologyAntigenBiologyvaccines and immunoinformatics approachesImmunotherapy and Immune ResponsesRNA and protein synthesis mechanisms
Deep neural networks predict class I major histocompatibility complex epitope presentation and transfer learn neoepitope immunogenicity | Litcius