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MSNovelist: de novo structure generation from mass spectra

Current methods for structure elucidation of small molecules rely on finding similarity with spectra of known compounds, but do not predict structures de novo for unknown compound classes. We present MSNovelist, which combines fingerprint prediction with an encoder–decoder neural network to generate...

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Detalles Bibliográficos
Autores principales: Stravs, Michael A., Dührkop, Kai, Böcker, Sebastian, Zamboni, Nicola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9262714/
https://www.ncbi.nlm.nih.gov/pubmed/35637304
http://dx.doi.org/10.1038/s41592-022-01486-3