Publications

The Age of Data-Driven Proteomics: How Machine Learning Enables Novel Workflows

A lot of energy in the field of proteomics is dedicated to the application of challenging experimental workflows, which include …

MS²PIP : fast and accurate MS² peak intensity prediction for multiple fragmentation methods, instruments and labeling techniques

An important step in high-throughput mass spectrometry-based proteomics is the correct identification of peptide MS² fragmentation …

Fast and accurate MS² peak intensity predictions for multiple fragmentation methods, instruments and labeling techniques

In mass spectrometry-based proteomics, sequence database search engines have proven to be the gold standard in peptide spectrum …