Using a multi-staged strategy based on machine learning and mathematical modeling to predict genotype-phenotype risk patterns in diabetic kidney disease: a prospective case–control cohort analysis

Metabolic Syndrome and Kidney Disease: A Systematic Review and Meta-analysis

(2011) G. Thomas et al.   Clinical Journal of the American Society of Nephrology

Predictive role of multilocus genetic polymorphisms in cardiovascular disease and inflammation-related genes on chronic kidney disease in Type 2 diabetes—an 8-year prospective cohort analysis of 1163 patients

(2011) Ying Wang et al.   NEPHROLOGY DIALYSIS TRANSPLANTATION

Association of statin use and development of renal dysfunction in type 2 diabetes—The Hong Kong Diabetes Registry

(2010) Andrea O. Luk et al.   DIABETES RESEARCH AND CLINICAL PRACTICE

Effects of fenofibrate on renal function in patients with type 2 diabetes mellitus: the Fenofibrate Intervention and Event Lowering in Diabetes (FIELD) Study

(2010) T. M. E. Davis et al.   DIABETOLOGIA

Common vs. rare allele hypotheses for complex diseases

(2009) Nicholas J Schork et al.   CURRENT OPINION IN GENETICS & DEVELOPMENT

Machine learning in genome-wide association studies

(2009) Silke Szymczak et al.   GENETIC EPIDEMIOLOGY

Detecting gene–gene interactions that underlie human diseases

(2009) Heather J Cordell   NATURE REVIEWS GENETICS

Development and Validation of an All-Cause Mortality Risk Score in Type 2 DiabetesThe Hong Kong Diabetes Registry

(2008) Xilin Yang   ARCHIVES OF INTERNAL MEDICINE

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS

Metabolic Syndrome Predicts New Onset of Chronic Kidney Disease in 5,829 Patients With Type 2 Diabetes: A 5-year prospective analysis of the Hong Kong Diabetes Registry

(2008) A. O.Y. Luk et al.   DIABETES CARE

Metabolic syndrome: from epidemiology to systems biology

(2008) Aldons J. Lusis et al.   NATURE REVIEWS GENETICS