Identification of clinical heterogeneity and construction of a novel subtype predictive model in patients with ankylosing spondylitis: An unsupervised machine learning study - Sun, Xuhua; Zhou, Chenxing; Zhu, Jichong; Wu, Shaofeng; Liang, Tuo; Jiang, Jie; Chen, Jiarui; Chen, Tianyou; Huang, Sheng Sheng; Chen, Liyi; Ye, Zhen; Guo, Hao; et al. (International immunopharmacology, 2023)
Keywords: Alpha-Ketoglutarate-Dependent Dioxygenase FTO; Ankylosing spondylitis; C-Reactive Protein; Cluster Analysis; Databases, Factual; Humans; Immune cell infiltration; Immunohistochemistry; Machine learning; Predictive model; Spondylitis, Ankylosing - genetics; Unsupervised Machine Learning; Immunohistochemistry; FTO; CRP; BASO; Predictive model; MONO; AUC; SC; MNR; ALKBH5; RBC; MLR; NLR; PNR; LASSO; PLR; WBC; PLT; Ankylosing spondylitis; ML; BMI; LYM; YTHDF1; BASDAI; HGB; YTHDF2; YTHDF3; SpA; ESR; NASML1; METTL3; NASML2; ROC; EOS; GEO; Immune cell infiltration; AS; SML; RF; PMR; UML; Machine learning; BASFI; m6A; BASRI-hip score; CBLL1; NEU