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

Knee Surgery Sports Traumatology Arthroscopy ◽

10.1007/s00167-020-06258-0 ◽

2020 ◽

Author(s):

Sunho Ko ◽

Changwung Jo ◽

Chong Bum Chang ◽

Yong Seuk Lee ◽

Young-Wan Moon ◽

...

Keyword(s):

Machine Learning ◽

Acute Kidney Injury ◽

Total Knee Arthroplasty ◽

Knee Arthroplasty ◽

Learning Algorithm ◽

Kidney Injury ◽

Machine Learning Algorithm ◽

Web Based ◽

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A Novel, Potentially Universal Machine Learning Algorithm to Predict Complications in Total Knee Arthroplasty

Arthroplasty Today ◽

10.1016/j.artd.2021.06.020 ◽

2021 ◽

Vol 10 ◽

pp. 135-143

Author(s):

Sai K. Devana ◽

Akash A. Shah ◽

Changhee Lee ◽

Andrew R. Roney ◽

Mihaela van der Schaar ◽

...

Keyword(s):

Machine Learning ◽

Total Knee Arthroplasty ◽

Knee Arthroplasty ◽

Learning Algorithm ◽

Machine Learning Algorithm ◽

Universal Machine ◽

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Transfusion after total knee arthroplasty can be predicted using the machine learning algorithm

Knee Surgery Sports Traumatology Arthroscopy ◽

10.1007/s00167-019-05602-3 ◽

2019 ◽

Vol 28 (6) ◽

pp. 1757-1764 ◽

Author(s):

Changwung Jo ◽

Sunho Ko ◽

Woo Cheol Shin ◽

Hyuk-Soo Han ◽

Myung Chul Lee ◽

...

Keyword(s):

Machine Learning ◽

Total Knee Arthroplasty ◽

Knee Arthroplasty ◽

Learning Algorithm ◽

Machine Learning Algorithm ◽

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Predictors of Patient Satisfaction Following Primary Total Knee Arthroplasty: Results from a Traditional Statistical Model and a Machine Learning Algorithm

The Journal of Arthroplasty ◽

10.1016/j.arth.2020.05.077 ◽

2020 ◽

Vol 35 (11) ◽

pp. 3123-3130

Author(s):

Hassan Farooq ◽

Evan R. Deckard ◽

Mary Ziemba-Davis ◽

Adam Madsen ◽

R. Michael Meneghini

Keyword(s):

Machine Learning ◽

Total Knee Arthroplasty ◽

Patient Satisfaction ◽

Statistical Model ◽

Knee Arthroplasty ◽

Learning Algorithm ◽

Primary Total Knee Arthroplasty ◽

Machine Learning Algorithm ◽

Primary Total Knee

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A novel machine learning algorithm, Bayesian networks model, to predict the high‐risk patients with cardiac surgery‐associated acute kidney injury

Clinical Cardiology ◽

10.1002/clc.23377 ◽

2020 ◽

Vol 43 (7) ◽

pp. 752-761

Author(s):

Yang Li ◽

Jiarui Xu ◽

Yimei Wang ◽

Yunlu Zhang ◽

Wuhua Jiang ◽

...

Keyword(s):

Machine Learning ◽

Acute Kidney Injury ◽

Cardiac Surgery ◽

High Risk ◽

Bayesian Networks ◽

Learning Algorithm ◽

Kidney Injury ◽

Machine Learning Algorithm ◽

High Risk Patients ◽

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Prediction of Acute Kidney Injury With a Machine Learning Algorithm Using Electronic Health Record Data

Canadian Journal of Kidney Health and Disease ◽

10.1177/2054358118776326 ◽

2018 ◽

Vol 5 ◽

pp. 205435811877632 ◽

Author(s):

Hamid Mohamadlou ◽

Anna Lynn-Palevsky ◽

Christopher Barton ◽

Uli Chettipally ◽

Lisa Shieh ◽

...

Keyword(s):

Machine Learning ◽

Acute Kidney Injury ◽

Electronic Health Record ◽

Learning Algorithm ◽

Kidney Injury ◽

Health Record ◽

Machine Learning Algorithm ◽

Electronic Health Record Data ◽

Record Data ◽

Electronic Health

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Risk of Acute Kidney Injury After Primary and Revision Total Hip Arthroplasty and Total Knee Arthroplasty Using a Multimodal Approach to Perioperative Pain Control Including Ketorolac and Celecoxib

The Journal of Arthroplasty ◽

10.1016/j.arth.2015.08.012 ◽

2016 ◽

Vol 31 (1) ◽

pp. 253-255 ◽

Author(s):

Lucian C. Warth ◽

Nicolas O. Noiseux ◽

Matthew H. Hogue ◽

Alison L. Klaassen ◽

Steve S. Liu ◽

...

Keyword(s):

Acute Kidney Injury ◽

Total Knee Arthroplasty ◽

Total Hip Arthroplasty ◽

Knee Arthroplasty ◽

Hip Arthroplasty ◽

Pain Control ◽

Kidney Injury ◽

Multimodal Approach ◽

Revision Total Hip Arthroplasty ◽

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The incidence of acute kidney injury (AKI) between sequential bilateral total knee arthroplasty (TKA) and staged bilateral TKA: a propensity score matched analysis

10.26226/morressier.58f5b02fd462b80296c9e313 ◽

2017 ◽

Author(s):

Kyoungsun Kim

Keyword(s):

Acute Kidney Injury ◽

Total Knee Arthroplasty ◽

Propensity Score ◽

Knee Arthroplasty ◽

Kidney Injury ◽

Bilateral Total Knee Arthroplasty ◽

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Abstract PR-11: Developing an agnostic risk prediction model for acute kidney injury in cancer patients using a machine learning algorithm from blood results data

10.1158/1557-3265.adi21-pr-11 ◽

2021 ◽

Author(s):

Lauren A. Scanlon ◽

Jorge Barrusio ◽

Alexander Garbett

Keyword(s):

Machine Learning ◽

Acute Kidney Injury ◽

Prediction Model ◽

Cancer Patients ◽

Risk Prediction ◽

Learning Algorithm ◽

Kidney Injury ◽

Risk Prediction Model ◽

Machine Learning Algorithm

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Greater Rates of Acute Kidney Injury in African American Total Knee Arthroplasty Patients

The Journal of Arthroplasty ◽

10.1016/j.arth.2019.01.058 ◽

2019 ◽

Vol 34 (6) ◽

pp. 1240-1243

Author(s):

Tanner N. Womble ◽

John D. King ◽

Dustin H. Hamilton ◽

Max A. Shrout ◽

Cale A. Jacobs ◽

...

Keyword(s):

Acute Kidney Injury ◽

Total Knee Arthroplasty ◽

African American ◽

Knee Arthroplasty ◽

Kidney Injury ◽

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Acute Kidney Injury After Placement of an Antibiotic-Impregnated Cement Spacer During Revision Total Knee Arthroplasty

The Journal of Arthroplasty ◽

10.1016/j.arth.2011.12.005 ◽

2012 ◽

Vol 27 (6) ◽

pp. 1221-1227.e2 ◽

Author(s):

Travis J. Menge ◽

John R. Koethe ◽

Cathy A. Jenkins ◽

Patty W. Wright ◽

Andrew A. Shinar ◽

...

Keyword(s):

Acute Kidney Injury ◽

Total Knee Arthroplasty ◽

Knee Arthroplasty ◽

Kidney Injury ◽

Revision Total Knee Arthroplasty ◽

Cement Spacer ◽

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