A web‐based machine‐learning algorithm predicting postoperative acute kidney injury after total knee arthroplasty

S Ko, C Jo, CB Chang, YS Lee… - Knee Surgery …, 2022 - Wiley Online Library
Purpose Acute kidney injury (AKI) is a deleterious complication after total knee arthroplasty
(TKA). The purposes of this study were to identify preoperative risk factors and develop a …

[HTML][HTML] Developing a supervised machine learning model for predicting perioperative acute kidney injury in arthroplasty patients

O Nikkinen, T Kolehmainen, T Aaltonen… - Computers in Biology …, 2022 - Elsevier
Background Perioperative acute kidney injury (AKI) is challenging to predict and a common
complication of lower limb arthroplasties. Our aim was to create a machine learning model to …

Application of machine learning algorithms to predict acute kidney injury in elderly orthopedic postoperative patients

Q Chen, Y Zhang, M Zhang, Z Li… - Clinical Interventions in …, 2022 - Taylor & Francis
Objective There has been a worldwide increment in acute kidney injury (AKI) incidence
among elderly orthopedic operative patients. The AKI prediction model provides patients' …

Prediction of acute kidney injury after cardiac surgery: model development using a Chinese electronic health record dataset

H Zhang, Z Wang, Y Tang, X Chen, D You… - Journal of Translational …, 2022 - Springer
Background Acute kidney injury (AKI) is a major complication following cardiac surgery that
substantially increases morbidity and mortality. Current diagnostic guidelines based on …

[PDF][PDF] Incidence, risk factors, and outcome trends of acute kidney injury in elective total hip and knee arthroplasty

GN Nadkarni, AA Patel, Y Ahuja… - Am J Orthop (Belle …, 2016 - cdn.mdedge.com
Over the past decade, there has been a marked increase in the number of primary and
revision total hip and knee arthroplasties performed in the United States. Acute kidney injury …

Incidence of acute kidney injury following total joint arthroplasty: a retrospective review by RIFLE criteria

LA Kimmel, S Wilson, JD Janardan… - Clinical kidney …, 2014 - academic.oup.com
Background Total joint arthroplasty (TJA) is a common procedure with demand for
arthroplasties expected to increase exponentially. Incidence of acute kidney injury (AKI) …

[HTML][HTML] Cost and determinants of acute kidney injury after elective primary total joint arthroplasty

O Abar, N Toossi, N Johanson - Arthroplasty Today, 2018 - Elsevier
Background Acute kidney injury (AKI) is a serious complication after major surgery, which
may lead to increased morbidity and mortality. The aim of this study was to identify cost and …

Improved predictive models for acute kidney injury with IDEA: Intraoperative Data Embedded Analytics

L Adhikari, T Ozrazgat-Baslanti, M Ruppert… - PloS one, 2019 - journals.plos.org
Background Acute kidney injury (AKI) is a common complication after surgery that is
associated with increased morbidity and mortality. The majority of existing perioperative AKI …

Acute kidney disease after total hip and knee arthroplasty: incidence and associated factors

EX Jiang, HC Gogineni, JL Mayerson… - The Journal of …, 2017 - Elsevier
Background The development of acute kidney disease (AKD) following total joint
arthroplasty has not been well characterized in the literature. We sought to calculate the …

Risk factors associated with acute kidney injury in a cohort of 20,575 arthroplasty patients

P Jämsä, E Jämsen, LP Lyytikäinen… - Acta …, 2017 - Taylor & Francis
Background and purpose—Patients developing postoperative acute kidney injury (AKI) are
at risk of higher morbidity and mortality. In arthroplasty patients, many pre-and perioperative …