Prospects for improved glomerular filtration rate estimation based on creatinine-results from a transnational multicentre study.

Jonas BjörkUlf NymanMarie CourbebaisseLionel CouziR Neil DaltonLaurence DubourgNatalie EbertBjörn O EriksenFrancois GaillardCyril GarrousteAnders GrubbMagnus HanssonLola JacquemontIan JonesNassim KamarEdmund J LambChristophe LegendreKarin LittmannChristophe MariatToralf MelsomLionel RostaingAndrew D RuleElke SchaeffnerPer-Ola SundinStephen TurnerAnna ÅkessonPierre DelanayeHans Pottel

Published in: Clinical kidney journal (2020)

None of the evaluated equations made optimal use of available data. Prospects for improved GFR estimation procedures based on creatinine exist, particularly in young adults and in settings where patients with suspected or manifest CKD are investigated.

Keyphrases

young adults
current status
uric acid
chronic kidney disease
electronic health record
big data
metabolic syndrome
machine learning
high resolution