Open access
Sep 2026
Learning from tandem mass spectra at scale with a self-supervised foundation model for proteomics
InstaNovo-FM is presented, a self-supervised foundation model for bottom-up proteomics trained to reconstruct masked regions of tandem mass spectra and establishes a unified representation space for peptide fragmentation spectra, enabling robust transferability across the proteomics ecosystem.
M. Nieuwoudt, Marco Reverenna, Divanisha Patel et al.
· bioRxiv · 1 citation
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