Machine learning prediction models for chronic kidney disease using national health insurance claim data in Taiwan

Medicine & Life Sciences

• Machine Learning 75%
• National Health Programs 69%
• Taiwan 65%
• Chronic Renal Insufficiency 60%
• Comorbidity 17%
• Computer Neural Networks 14%
• Sulfonamides 13%
• Gout 13%
• Resource Allocation 13%
• Angiotensins 12%
• Propensity Score 11%
• Chronic Kidney Failure 9%
• Diabetes Mellitus 8%
• Population 8%
• Observation 7%
• Demography 7%
• Delivery of Health Care 6%
• Databases 6%
• Morbidity 6%
• Mortality 5%

Social Sciences

• health insurance 68%
• Taiwan 55%
• medication 28%
• comorbidity 27%
• learning 22%
• end stage renal disease 16%
• Heavy burdens 15%
• predictive model 13%
• neural network 13%
• morbidity 11%
• chronic illness 10%
• mortality 9%
• Healthcare 8%
• monitoring 8%
• trend 5%
• management 5%
• resources 4%