Identification and Validation of the Diagnostic Markers for Inflammatory Bowel Disease by Bioinformatics Analysis and Machine Learning

Inflammatory bowel disease (IBD) is a chronic inflammatory disorder of the gastrointestinal tract which is mediated by the inappropriate immune responses. This study was aimed to identify novel diagnostic biomarkers for diagnosis of IBD and explore the relationship between the diagnostic biomarkers...

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Veröffentlicht in:	Biochemical genetics 2024-02, Vol.62 (1), p.371-384
Hauptverfasser:	Tang, Qiong, Shi, Xiang, Xu, Ying, Zhou, Rongrong, Zhang, Songnan, Wang, Xiujuan, Zhu, Junfeng
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Biochemistry Bioinformatics Biomarkers Biomedical and Life Sciences Biomedicine CD4 antigen CD4-positive T-lymphocytes Chemokines Computational Biology Cytokines Dendritic cells Diagnostic systems digestive tract disease diagnosis Gastrointestinal system Gastrointestinal tract Gene expression gene expression regulation gene ontology Genes Human Genetics Humans Immune system Immunological memory Inflammatory bowel disease Inflammatory bowel diseases Inflammatory Bowel Diseases - diagnosis Inflammatory Bowel Diseases - genetics Inflammatory diseases Intestine Lymphocytes Lymphocytes T Machine Learning Macrophages Mast cells Medical Microbiology Memory cells Original Article Polymerase chain reaction quantitative polymerase chain reaction Signal transduction Support vector machines Zoology
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