Dialysis adequacy predictions using a machine learning method
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DOI: 10.1038/s41598-021-94964-1
Abstract: Dialysis adequacy is an important survival indicator in patients with chronic hemodialysis. However, there are inconveniences and disadvantages to measuring dialysis adequacy by blood samples. This study used machine learning models to predict dialysis adequacy… read more here.
Keywords: hemodialysis; adequacy; machine learning; dialysis adequacy ... See more keywords
Relationship between arteriovenous fistula cannulation practices and dialysis adequacy: A prospective, multicenter study.
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DOI: 10.1111/jorc.12365
Abstract: BACKGROUND Successful arteriovenous fistula cannulation ensures maximum patient benefit in the haemodialysis procedure. OBJECTIVE The aim of this study was to determine the effect of various cannulation methods used for arteriovenous fistulas on dialysis adequacy. DESIGN It… read more here.
Keywords: cannulation; fistula cannulation; dialysis adequacy; arteriovenous fistula ... See more keywords
Active Smoking is Associated with Lower Dialysis Adequacy in Prevalent Dialysis Patients
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DOI: 10.3889/oamjms.2019.851
Abstract: BACKGROUND: Dialysis adequacy measured by single pool Kt/V (spKt/V) lower than 1.2 or urea reduction rate (URR) lower than 65% is associated with a significant increase in patient mortality rate. Patients’ adherence to the medical… read more here.
Keywords: active smoking; dialysis; dialysis adequacy; prevalent dialysis ... See more keywords