Papers MHC presentation prediction
“MHC presentation prediction” 태그가 달린 논문 4편 · 필터 해제
Towards antigenic peptide discovery with better MHC-I binding prediction and improved benchmark methodology
The Major Histocompatibility Complex (MHC) is a crucial component of the cellular immune system in vertebrates, responsible for, among others, presenting peptides derived from intracellular proteins. The MHC-I presentati…
Language ModelingLanguage ModellingMHC presentation predictionInterpreting BERT architecture predictions for peptide presentation by MHC class I proteins
The major histocompatibility complex (MHC) class-I pathway supports the detection of cancer and viruses by the immune system. It presents parts of proteins (peptides) from inside a cell on its membrane surface enabling v…
MHC presentation predictionRanking-based Convolutional Neural Network Models for Peptide-MHC Binding Prediction
T-cell receptors can recognize foreign peptides bound to major histocompatibility complex (MHC) class-I proteins, and thus trigger the adaptive immune response. Therefore, identifying peptides that can bind to MHC class-…
MHC presentation predictionHLA class I binding prediction via convolutional neural networks
Many biological processes are governed by protein-ligand interactions. One such example is the recognition of self and nonself cells by the immune system. This immune response process is regulated by the major histocompa…
BIG-bench Machine LearningMHC presentation predictionPrediction