mriffle / casanovo

De Novo Mass Spectrometry Peptide Sequencing with a Transformer Model

Home Page:https://casanovo.readthedocs.io

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Casanovo

De Novo Mass Spectrometry Peptide Sequencing with a Transformer Model

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If you use Casanovo in your work, please cite the following publications:

  • Yilmaz, M., Fondrie, W. E., Bittremieux, W., Oh, S. & Noble, W. S. De novo mass spectrometry peptide sequencing with a transformer model. in Proceedings of the 39th International Conference on Machine Learning - ICML '22 vol. 162 25514–25522 (PMLR, 2022). https://proceedings.mlr.press/v162/yilmaz22a.html
  • Yilmaz, M., Fondrie, W. E., Bittremieux, W., Melendez, C.F., Nelson, R., Ananth, V., Oh, S. & Noble, W. S. Sequence-to-sequence translation from mass spectra to peptides with a transformer model. in Nature Communications 15, 6427 (2024). doi:10.1038/s41467-024-49731-x

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De Novo Mass Spectrometry Peptide Sequencing with a Transformer Model

https://casanovo.readthedocs.io

License:Apache License 2.0


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