Screening of key biomarkers of tendinopathy based on bioinformatics and machine learning algorithms - Zhu, Ya xi; Huang, Jia qiang; Ming, Yu yang; Zhuang, Zhao; Xia, Hong (PloS one, 2021)
Keywords: Algorithms; Analysis; Apoptosis; Bioinformatics; Biological markers; Biology and Life Sciences; Biomarkers; Carboxylic Ester Hydrolases - genetics; Computational Biology - methods; Computer programs; Datasets; Diagnosis; Disease; Encyclopedias; Enrichment; Gene expression; Gene regulation; Genes; Genetic Predisposition to Disease; Genomes; Health care; Homeostasis; Hospitals; Humans; Hypoxia-Inducible Factor 1, alpha Subunit - genetics; Immune system; Infiltration; Infiltration analysis; Learning algorithms; Machine Learning; Macrophages; MAP kinase; MAP Kinase Signaling System - genetics; Mast cells; Medical diagnosis; Medicine and Health Sciences; NF-kappa B - genetics; NF-κB protein; Ontology; Orthopedics; Pathogenesis; Probabilistic models; Regression models; Software; Software packages; Support vector machines; Tendinopathy - genetics; Tendons; TOR protein; TOR Serine-Threonine Kinases - genetics; Vascular endothelial growth factor; Vascular Endothelial Growth Factor A - genetics; China; Hunan China