Integrated machine learning pipeline for aberrant biomarker enrichment (i-mAB): characterizing clusters of differentiation within a compendium of systemic lupus erythematosus patients - Le, Trang T; Blackwood, Nigel O; Taroni, Jaclyn N; Fu, Weixuan; Breitenstein, Matthew K (AMIA ... Annual Symposium proceedings, 2018)
Keywords: Adolescent; Adult; Aged; Antigens, CD20 - metabolism; Biomarkers - metabolism; Case-Control Studies; Cell Adhesion Molecules - genetics; Cell Adhesion Molecules - metabolism; Cell Differentiation; Child; Female; Humans; Ki-1 Antigen - metabolism; Lupus Erythematosus, Systemic - genetics; Lupus Erythematosus, Systemic - metabolism; Machine Learning; Male; Middle Aged; Reference Values; Sialic Acid Binding Ig-like Lectin 2 - metabolism; Young Adult; data re-use; transcriptomics; Relief-based machine learning; systemic lupus erythematosus; clusters of differentiation; translational bioinformatics pipeline; trans-disease biomarker profile