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Deep Learning-Assisted Peak Curation for Large-Scale LC-MS Metabolomics
[Image: see text] Available automated methods for peak detection in untargeted metabolomics suffer from poor precision. We present NeatMS, which uses machine learning based on a convoluted neural network to reduce the number and fraction of false peaks. NeatMS comes with a pre-trained model represen...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
American Chemical Society
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8969107/ https://www.ncbi.nlm.nih.gov/pubmed/35290737 http://dx.doi.org/10.1021/acs.analchem.1c02220 |