Marker-Independent Food Identification Enabled by Combing Machine Learning Algorithms with Comprehensive GC × GC/TOF-MS.

Li, Bei; Liu, Miao; Lin, Feng; Tai, Cui; Xiong, Yanfei; Ao, Ling; Liu, Yumin; Lin, Zhixin; Tao, Fei; Xu, Ping

Li, Bei; Liu, Miao; Lin, Feng; Tai, Cui; Xiong, Yanfei; Ao, Ling; Liu, Yumin; Lin, Zhixin; Tao, Fei; Xu, Ping.

Afiliação

Li B; State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China.
Liu M; Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai 200240, China.
Lin F; National Engineering Research Center of Solid-State Brewing, Luzhou 646000, China.
Tai C; National Engineering Research Center of Solid-State Brewing, Luzhou 646000, China.
Xiong Y; State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China.
Ao L; National Engineering Research Center of Solid-State Brewing, Luzhou 646000, China.
Liu Y; National Engineering Research Center of Solid-State Brewing, Luzhou 646000, China.
Lin Z; The Instrumental Analysis Center, Shanghai Jiao Tong University, Shanghai 200240, China.
Tao F; State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China.
Xu P; State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China.

Molecules ; 27(19)2022 Sep 22.

Article em En | MEDLINE | ID: mdl-36234771

Assuntos

Algoritmos; Aprendizado de Máquina; Bebidas Alcoólicas/análise; Cromatografia Gasosa-Espectrometria de Massas/métodos; Máquina de Vetores de Suporte

Palavras-chave

Chinese liquors; GC × GC/TOF-MS; food inspection; machine learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies Idioma: En Revista: Molecules Assunto da revista: BIOLOGIA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

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