Articles producció científica> Enginyeria Electrònica, Elèctrica i Automàtica

Application of Machine Learning Solutions to Optimize Parameter Prediction to Enhance Automatic NMR Metabolite Profiling

  • Identification data

    Identifier: imarina:9248790
  • Authors:

    Daniel Cañueto, Reza M. Salek, Mònica Bulló, Xavier Correig, Nicolau Cañellas
  • Others:

    Author, as appears in the article.: Daniel Cañueto, Reza M. Salek, Mònica Bulló, Xavier Correig, Nicolau Cañellas
    Department: Enginyeria Electrònica, Elèctrica i Automàtica
    URV's Author/s: Bulló Bonet, Mònica / Cañellas Alberich, Nicolau / Correig Blanchar, Francesc Xavier
    Keywords: Spectra Profiling Nmr Machine learning Automatic profiling quantification nmr mixtures metabolomics machine learning deconvolution 1d
    Thematic Areas: Molecular biology Medicina ii Farmacia Endocrinology, diabetes and metabolism Ciências biológicas ii Ciências biológicas i Biotecnología Biochemistry & molecular biology Biochemistry
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Author's mail: xavier.correig@urv.cat nicolau.canyellas@urv.cat monica.bullo@urv.cat
    Author identifier: 0000-0002-6902-3054 0000-0003-4856-8132 0000-0002-0218-7046
    Record's date: 2023-02-19
    Papper version: info:eu-repo/semantics/publishedVersion
    Link to the original source: https://www.mdpi.com/2218-1989/12/4/283
    Licence document URL: http://repositori.urv.cat/ca/proteccio-de-dades/
    Papper original source: Metabolites. 12 (4): 283-
    APA: Daniel Cañueto, Reza M. Salek, Mònica Bulló, Xavier Correig, Nicolau Cañellas (2022). Application of Machine Learning Solutions to Optimize Parameter Prediction to Enhance Automatic NMR Metabolite Profiling. Metabolites, 12(4), 283-. DOI: 10.3390/metabo12040283
    Article's DOI: 10.3390/metabo12040283
    Entity: Universitat Rovira i Virgili
    Journal publication year: 2022
    Publication Type: Journal Publications
  • Keywords:

    Biochemistry,Biochemistry & Molecular Biology,Endocrinology, Diabetes and Metabolism,Molecular Biology
    Spectra
    Profiling
    Nmr
    Machine learning
    Automatic profiling
    quantification
    nmr
    mixtures
    metabolomics
    machine learning
    deconvolution
    1d
    Molecular biology
    Medicina ii
    Farmacia
    Endocrinology, diabetes and metabolism
    Ciências biológicas ii
    Ciências biológicas i
    Biotecnología
    Biochemistry & molecular biology
    Biochemistry
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