Prevalence of chronic kidney disease in France: methodological considerations and pitfalls with the use of Health claims databases.
Clémence BechadeMaxime RaffrayMathilde LassalleZhanibek DuisenbekovOlivier MoranneMarie ErbaultHélène LazarethCyrielle ParmentierFitsum Guebre-EgziabherAghiles HamrounMarie MetzgerImene MansouriMarcel GoldbergMaris ZinsSahar Bayat-MakoeiSofiane KabPublished in: Clinical kidney journal (2024)
Our result is in accordance with other estimations of CKD prevalence in the general population. Analysis of diverging cases (FP and FN) suggests using health claims data have inherent limitations. Such an algorithm can identify patients whose care pathway is close to the usual and specific CKD pathways. It does not identify patients who have not been diagnosed or whose care is inappropriate or at early stage with stable GFR.
Keyphrases
- chronic kidney disease
- end stage renal disease
- healthcare
- early stage
- peritoneal dialysis
- public health
- ejection fraction
- newly diagnosed
- palliative care
- machine learning
- risk factors
- prognostic factors
- health insurance
- risk assessment
- deep learning
- health information
- electronic health record
- patient reported
- affordable care act