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New preprint on the current bottlenecks of deep learning-based methods for de novo peptide sequencing that underuse physical properties of spectra and how to overcome this with MemNovo: arxiv.org/abs/2606.11868
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De novo peptide sequencing from tandem mass spectrometry is pivotal in proteomics, enabling identification of novel peptides without reference databases. While recent Transformer-based encoder-decoder...
arxiv.org
MemNovo: Look Back at the Spectrum for Balanced De Novo Peptide Sequencing from Mass Spectrometry
Thilo Muth