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NMRQNet: a deep learning approach for automatic identification and quantification of metabolites using Nuclear Magnetic Resonance (NMR) in human plasma samples

Nuclear Magnetic Resonance is a powerful platform that reveals the metabolomics profiles within biofluids or tissues and contributes to personalized treatments in medical practice. However, data volume and complexity hinder the exploration of NMR spectra. Besides, the lack of fast and accurate compu...

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Detalles Bibliográficos
Autores principales: Wang, Wanli, Ma, Li-Hua, Maletic-Savatic, Mirjana, Liu, Zhandong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10002723/
https://www.ncbi.nlm.nih.gov/pubmed/36909516
http://dx.doi.org/10.1101/2023.03.01.530642