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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...
Autores principales: | Stravs, Michael A., Dührkop, Kai, Böcker, Sebastian, Zamboni, Nicola |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2022
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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 |
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