Litcius/Paper detail

Mitigating the missing-fragmentation problem in de novo peptide sequencing with a two-stage graph-based deep learning model

Zeping Mao, Ruixue Zhang, Lei Xin, Ming Li

2023Nature Machine Intelligence37 citationsDOI

Topics & Concepts

Fragmentation (computing)Tandem mass spectrometryDeep learningPeptideComputer scienceComputational biologyGraphRecurrent neural networkArtificial neural networkArtificial intelligenceBiologyChemistryMass spectrometryBiochemistryTheoretical computer scienceOperating systemChromatographyAdvanced Proteomics Techniques and ApplicationsGenomics and Phylogenetic StudiesMass Spectrometry Techniques and Applications