Cargando…
Multi-Task Neural Networks and Molecular Fingerprints to Enhance Compound Identification from LC-MS/MS Data
Mass spectrometry (MS) is widely used for the identification of chemical compounds by matching the experimentally acquired mass spectrum against a database of reference spectra. However, this approach suffers from a limited coverage of the existing databases causing a failure in the identification o...
Autores principales: | Consonni, Viviana, Gosetti, Fabio, Termopoli, Veronica, Todeschini, Roberto, Valsecchi, Cecile, Ballabio, Davide |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9502453/ https://www.ncbi.nlm.nih.gov/pubmed/36144564 http://dx.doi.org/10.3390/molecules27185827 |
Ejemplares similares
-
From the Streets to the Judicial Evidence: Determination of Traditional Illicit Substances in Drug Seizures by a Rapid and Sensitive UHPLC-MS/MS-Based Platform
por: Gosetti, Fabio, et al.
Publicado: (2022) -
Parsimonious Optimization of Multitask Neural Network Hyperparameters
por: Valsecchi, Cecile, et al.
Publicado: (2021) -
MS-Based Analytical Techniques: Advances in Spray-Based Methods and EI-LC-MS Applications
por: Bianchi, Federica, et al.
Publicado: (2018) -
LC-MS-Based Metabolic Fingerprinting of Aqueous Humor
por: Pietrowska, Karolina, et al.
Publicado: (2017) -
Employing fingerprinting of medicinal plants by means of LC-MS and machine learning for species identification task
por: Kharyuk, Pavel, et al.
Publicado: (2018)