Identification of Diagnostic CpG Signatures in Patients with Gestational Diabetes Mellitus via Epigenome-Wide Association Study Integrated with Machine Learning - Liu, Yan; Geng, Hui; Duan, Bide; Yang, Xiuzhi; Ma, Airong; Ding, Xiaoyan (BioMed research international, 2021)
Keywords: Biomarkers; Biomarkers - metabolism; Care and treatment; Computer programs; CpG islands; CpG Islands - genetics; Datasets; Deoxyribonucleic acid; Diabetes in pregnancy; Diabetes mellitus; Diabetes, Gestational - genetics; Diagnosis; Disease; DNA; DNA methylation; DNA Methylation - genetics; Epigenesis, Genetic - genetics; Epigenetic inheritance; Epigenetics; Epigenome - genetics; Female; Gene expression; Genetic aspects; Genome-wide association studies; Genome-Wide Association Study - methods; Genomes; Gestational diabetes; Health aspects; Humans; Hyperglycemia; Learning algorithms; Machine Learning; Metabolic disorders; Metabolism; Methods; Methylation; Ontology; Pregnancy; Risk factors; Signal Transduction - genetics; Support vector machines; Technology application; China