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Machine learning approaches to identify systemic lupus erythematosus in anti-nuclear antibody-positive patients using genomic data and electronic health records.
Chih-Wei Chung
Seng-Cho Chou
Tzu-Hung Hsiao
Grace Joyce Zhang
Yu-Fang Chung
Yi-Ming Chen
Published in:
BioData mining (2024)
ML approaches offer the potential to assist in diagnosing SLE and uncovering novel SNPs in a group of patients with autoimmunity.
Keyphrases
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electronic health record
systemic lupus erythematosus
machine learning
end stage renal disease
disease activity
ejection fraction
newly diagnosed
chronic kidney disease
clinical decision support
big data
prognostic factors
adverse drug
rheumatoid arthritis
risk assessment
copy number
human health
celiac disease