Inflammatory bowel disease biomarkers of human gut microbiota selected via different feature selection methods - Bakir-Gungor, Burcu; Hacılar, Hilal; Jabeer, Amhar; Nalbantoglu, Ozkan Ufuk; Aran, Oya; Yousef, Malik (PeerJ (San Francisco, CA), 2022)
Keywords: Accuracy; Analysis; Anxiety; Armor; Bacteria; Bioinformatics; Biological markers; Biomarker discovery; Biomarkers; Carcinogenesis; Classification; Colitis, Ulcerative - diagnosis; Colorectal cancer; Computational Science; Crohn Disease - diagnosis; Crohn's disease; Data mining; Data Mining and Machine Learning; Datasets; Development and progression; Diabetes; Diabetes mellitus; Diagnosis; Digestive system; Disease; Disease susceptibility; Environmental conditions; Etiology; Feature selection; Gastroenterology and Hepatology; Gastrointestinal Microbiome - genetics; Gastrointestinal system; Gastrointestinal tract; Genomes; Genomics; Human gut microbiome; Humans; Immune system; Immunoglobulins; Inflammatory bowel disease; Inflammatory bowel diseases; Inflammatory Bowel Diseases - diagnosis; Intestinal microflora; Intestine; Learning algorithms; Machine learning; Mental depression; Metagenomics; Methods; Microbiology; Microbiomes; Microbiota; Microbiota (Symbiotic organisms); Microorganisms; Neural networks; Next-generation sequencing; Obesity; Rheumatoid arthritis; Rheumatoid factor; Support vector machines; Ulcerative colitis; Biomarker discovery; Metagenomics; Feature selection; Human gut microbiome; Classification