Research Paper Volume 14, Issue 10 pp 4270—4280
Identification of combined biomarkers for predicting the risk of osteoporosis using machine learning
Figure 1. Study design. Data for duplicated genes in each gene expression dataset were averaged. The datasets were then merged based on gene name. Finally, osteoporosis-predictive genes were identified, as indicated. BMD: bone mineral density; GO: Gene Ontology; KEGG: Kyoto Encyclopedia Genes Genomes; ML: machine learning; HTML: Hypertext Markup Language format.