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

被引：0
|
作者：
Sunho Ko
Changwung Jo
Chong Bum Chang
Yong Seuk Lee
Young-Wan Moon
Jae woo Youm
Hyuk-Soo Han
Myung Chul Lee
Hajeong Lee
Du Hyun Ro
机构：
[1] Seoul National University College of Medicine,Department of Orthopedic Surgery
[2] Seoul National University Bundang Hospital,Department of Orthopedic Surgery
[3] Samsung Medical Center,Department of Internal Medicine
[4] Seoul National University Hospital,Department of Orthopedic Surgery
[5] Seoul National University Hospital,undefined
来源：
Knee Surgery, Sports Traumatology, Arthroscopy | 2022年 / 30卷
关键词：
Acute kidney injury; Total knee arthroplasty; Total knee replacement; Machine learning; Prediction; End-stage renal disease;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：545 / 554
页数：9
相关论文
共 50 条
  • [31] Machine-learning based prediction model for acute kidney injury induced by multiple wasp stings
    Wu, Wen
    Zhang, Yupei
    Zhang, Yilan
    Qu, Xingguang
    Zhang, Zhaohui
    Zhang, Rong
    TOXICON, 2024, 250
  • [32] Validation and performance of a machine-learning derived prediction guide for total knee arthroplasty component sizing
    Kunze, Kyle N.
    Polce, Evan M.
    Patel, Arpan
    Courtney, P. Maxwell
    Levine, Brett R.
    ARCHIVES OF ORTHOPAEDIC AND TRAUMA SURGERY, 2021, 141 (12) : 2235 - 2244
  • [33] Biopsychosocial based machine learning models predict patient improvement after total knee arthroplasty
    Ribbons, Karen
    Cochrane, Jodie
    Johnson, Sarah
    Wills, Adrian
    Ditton, Elizabeth
    Dewar, David
    Broadhead, Matthew
    Chan, Ian
    Dixon, Michael
    Dunkley, Christopher
    Harbury, Richard
    Jovanovic, Aleksandar
    Leong, Anthony
    Summersell, Peter
    Todhunter, Chad
    Verheul, Richard
    Pollack, Michael
    Walker, Rohan
    Nilsson, Michael
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [34] Are Patients Satisfied With a Web-based Followup after Total Joint Arthroplasty?
    Marsh, Jacquelyn
    Bryant, Dianne
    MacDonald, Steven J.
    Naudie, Douglas
    Remtulla, Alliya
    McCalden, Richard
    Howard, James
    Bourne, Robert
    McAuley, James
    CLINICAL ORTHOPAEDICS AND RELATED RESEARCH, 2014, 472 (06) : 1972 - 1981
  • [35] A machine-learning model to predict postoperative delirium following knee arthroplasty using electronic health records
    Jong Wook Jung
    Sunghyun Hwang
    Sunho Ko
    Changwung Jo
    Hye Youn Park
    Hyuk-Soo Han
    Myung Chul Lee
    Jee Eun Park
    Du Hyun Ro
    BMC Psychiatry, 22
  • [36] A machine-learning model to predict postoperative delirium following knee arthroplasty using electronic health records
    Jung, Jong Wook
    Hwang, Sunghyun
    Ko, Sunho
    Jo, Changwung
    Park, Hye Youn
    Han, Hyuk-Soo
    Lee, Myung Chul
    Park, Jee Eun
    Ro, Du Hyun
    BMC PSYCHIATRY, 2022, 22 (01)
  • [37] Acute kidney injury is associated with increased healthcare utilization, complications, and mortality after primary total knee arthroplasty
    Singh, Jasvinder A.
    Cleveland, John D.
    THERAPEUTIC ADVANCES IN MUSCULOSKELETAL DISEASE, 2020, 12
  • [38] Analysis of factors affecting operating time, postoperative complications, and length of stay for total knee arthroplasty: nationwide web-based survey
    Yasunaga, Hideo
    Tsuchiya, Kazuaki
    Matsuyama, Yutaka
    Ohe, Kazuhiko
    JOURNAL OF ORTHOPAEDIC SCIENCE, 2009, 14 (01) : 10 - 16
  • [39] Greater Rates of Acute Kidney Injury in African American Total Knee Arthroplasty Patients
    Womble, Tanner N.
    King, John D.
    Hamilton, Dustin H.
    Shrout, Max A.
    Jacobs, Cale A.
    Duncan, Stephen T.
    JOURNAL OF ARTHROPLASTY, 2019, 34 (06): : 1240 - 1243
  • [40] Improving Postoperative Acute Kidney Injury Rates Following Primary Total Joint Arthroplasty
    Angerett, Nathan R.
    Yevtukh, Alexander
    Ferguson, Christopher M.
    Kahan, Michael E.
    Ali, Muzaffar
    Hallock, Richard H.
    JOURNAL OF ARTHROPLASTY, 2022, 37 (08): : S1004 - S1009
12345