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 …

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 …

[HTML][HTML] Machine learning to identify dialysis patients at high death risk

O Akbilgic, Y Obi, PK Potukuchi, I Karabayir… - Kidney international …, 2019 - Elsevier
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 …

Frailty severity and hospitalization after dialysis initiation

D Clark, K Matheson, B West, A Vinson… - Canadian journal of …, 2021 - journals.sagepub.com
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 …

Non-recovery from dialysis-requiring acute kidney injury and short-term mortality and cardiovascular risk: a cohort study

BJ Lee, C Hsu, RV Parikh, TK Leong, TC Tan, S Walia… - BMC nephrology, 2018 - Springer
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 …

[HTML][HTML] Abrupt decline in kidney function precipitating initiation of chronic renal replacement therapy

CP Kovesdy, A Naseer, K Sumida, MZ Molnar… - Kidney International …, 2018 - Elsevier
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 …

The dialysis facility levels and sizes are associated with outcomes of incident hemodialysis patients

G Kuo, TH Lee, JJ Chen, CL Yen, PC Fan, CC Lee… - Scientific Reports, 2021 - nature.com
The outcomes of patients with incident kidney failure who start hemodialysis are influenced
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 provider and outcomes among United States veterans who transition to dialysis

E Streja, CP Kovesdy, M Soohoo, Y Obi… - Clinical Journal of the …, 2018 - journals.lww.com
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 …

[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 …