Application of machine learning in chronic kidney disease: current status and future prospects
C Delrue, S De Bruyne, MM Speeckaert - Biomedicines, 2024 - mdpi.com
The emergence of artificial intelligence and machine learning (ML) has revolutionized the
landscape of clinical medicine, offering opportunities to improve medical practice and …
landscape of clinical medicine, offering opportunities to improve medical practice and …
Machine learning in nephrology: scratching the surface
Q Li, QL Fan, QX Han, WJ Geng, HH Zhao… - Chinese Medical …, 2020 - mednexus.org
Machine learning shows enormous potential in facilitating decision-making regarding kidney
diseases. With the development of data preservation and processing, as well as the …
diseases. With the development of data preservation and processing, as well as the …
[HTML][HTML] Machine learning to identify dialysis patients at high death risk
Introduction Given the high mortality rate within the first year of dialysis initiation, an accurate
estimation of postdialysis mortality could help patients and clinicians in decision making …
estimation of postdialysis mortality could help patients and clinicians in decision making …
Frailty severity and hospitalization after dialysis initiation
Background: Frailty is associated with hospitalization and mortality among dialysis patients.
To now, few studies have considered the degree of frailty as a predictor of hospitalization …
To now, few studies have considered the degree of frailty as a predictor of hospitalization …
Non-recovery from dialysis-requiring acute kidney injury and short-term mortality and cardiovascular risk: a cohort study
Background The high mortality and cardiovascular disease (CVD) burden in patients with
end-stage renal disease (ESRD) is well-documented. Recent literature suggests that acute …
end-stage renal disease (ESRD) is well-documented. Recent literature suggests that acute …
[HTML][HTML] Abrupt decline in kidney function precipitating initiation of chronic renal replacement therapy
Introduction Abrupt declines in kidney function often occur in patients with advanced chronic
kidney disease and may exacerbate the need to initiate dialysis treatment. It is unclear how …
kidney disease and may exacerbate the need to initiate dialysis treatment. It is unclear how …
The dialysis facility levels and sizes are associated with outcomes of incident hemodialysis patients
The outcomes of patients with incident kidney failure who start hemodialysis are influenced
by several factors. Whether hemodialysis facility characteristics are associated with patient …
by several factors. Whether hemodialysis facility characteristics are associated with patient …
Survival among veterans obtaining dialysis in VA and non-VA settings
V Wang, CJ Coffman, KM Stechuchak… - Journal of the …, 2019 - journals.lww.com
Background Outcomes of veterans with ESRD may differ depending on where they receive
dialysis and who finances this care, but little is known about variation in outcomes across …
dialysis and who finances this care, but little is known about variation in outcomes across …
Dialysis provider and outcomes among United States veterans who transition to dialysis
Results Patients were 72±11 years, 5% were women, 24% were black, and 10%(n= 7584)
initiated at VHA dialysis centers. VHA dialysis center patients were younger, more likely to …
initiated at VHA dialysis centers. VHA dialysis center patients were younger, more likely to …
[HTML][HTML] Clinical characteristics and outcomes of patients requiring incident dialysis in Taiwan
YC Lin, CT Liao, CM Zheng, MH Lin, CC Hsu… - Journal of the Formosan …, 2022 - Elsevier
Background Despite having a well-established pre-end-stage kidney disease (pre-ESKD)
care program, Taiwan has a high incidence of ESKD. Unrecovered incident dialysis may …
care program, Taiwan has a high incidence of ESKD. Unrecovered incident dialysis may …