• MaxDIA enables library-based and library-free data-independent acquisition proteomics 

      Sinitcyn, Pavel; Hamzeiy, Hamid; Salinas Soto, Favio; Itzhak, Daniel; McCarthy, Frank; Wichmann, Christoph; Steger, Martin; Ohmayer, Uli; Distler, Ute; Kaspar-Schoenefeld, Stephanie; Prianichnikov, Nikita; Yılmaz, Şule; Rudolph, Jan Daniel; Tenzer, Stefan; Perez-Riverol, Yasset; Nagaraj, Nagarjuna; Humphrey, Sean J.; Cox, Juergen (Journal article; Peer reviewed, 2021)
      MaxDIA is a software platform for analyzing data-independent acquisition (DIA) proteomics data within the MaxQuant software environment. Using spectral libraries, MaxDIA achieves deep proteome coverage with substantially ...
    • Prediction of peptide mass spectral libraries with machine learning 

      Cox, Juergen (Journal article; Peer reviewed, 2022)
      The recent development of machine learning methods to identify peptides in complex mass spectrometric data constitutes a major breakthrough in proteomics. Longstanding methods for peptide identification, such as search ...