Performance of Gut Microbiome as an Independent Diagnostic Tool for 20 Diseases: Cross-Cohort Validation of Machine-Learning Classifiers.

Li, Min; Liu, Jinxin; Zhu, Jiaying; Wang, Huarui; Sun, Chuqing; Gao, Na L; Zhao, Xing-Ming; Chen, Wei-Hua

Li, Min; Liu, Jinxin; Zhu, Jiaying; Wang, Huarui; Sun, Chuqing; Gao, Na L; Zhao, Xing-Ming; Chen, Wei-Hua.

Afiliação

Li M; Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular-imaging, Center for Artificial Intelligence Biology, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and
Liu J; Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China.
Zhu J; Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular-imaging, Center for Artificial Intelligence Biology, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and
Wang H; Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular-imaging, Center for Artificial Intelligence Biology, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and
Sun C; Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular-imaging, Center for Artificial Intelligence Biology, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and
Gao NL; Key Laboratory of Molecular Biophysics of the Ministry of Education, Hubei Key Laboratory of Bioinformatics and Molecular-imaging, Center for Artificial Intelligence Biology, Department of Bioinformatics and Systems Biology, College of Life Science and Technology, Huazhong University of Science and
Zhao XM; Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China.
Chen WH; State Key Laboratory of Medical Neurobiology, Institutes of Brain Science, Fudan University, Shanghai, China.

Gut Microbes ; 15(1): 2205386, 2023.

Article em En | MEDLINE | ID: mdl-37140125

Assuntos

Microbioma Gastrointestinal; Humanos; Microbioma Gastrointestinal/genética; Aprendizado de Máquina; Projetos de Pesquisa; Metagenoma; Metagenômica/métodos

Palavras-chave

Gut metagenome; autoimmune disease; cross-cohort validation; intestinal disease; liver disease; machine learning; mental disease; metabolic disease; nervous system diseases; patient stratification

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Microbioma Gastrointestinal Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Gut Microbes Ano de publicação: 2023 Tipo de documento: Article

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