Machine Learning to Predict Acute Kidney Injury

被引：14
|
作者：
Wilson, F. Perry [1 ]
机构：
[1] Yale Sch Med, Program Appl Translat Res, New Haven, CT 06410 USA
来源：
AMERICAN JOURNAL OF KIDNEY DISEASES | 2020年 / 75卷 / 06期
关键词：
D O I：
10.1053/j.ajkd.2019.08.010
中图分类号：
R5 [内科学]; R69 [泌尿科学（泌尿生殖系疾病）];
学科分类号：
1002 ; 100201 ;
摘要：
引用
收藏
页码：965 / 967
页数：3
相关论文
共 50 条
  • [31] MACHINE LEARNING MODELS FOR PREDICTING ACUTE KIDNEY INJURY: A SYSTEMATIC REVIEW
    Vagliano, Iacopo
    Chesnaye, Nicholas
    Leopold, Jan Hendrik
    Jager, Kitty J.
    Abu Hanna, Ameen
    Schut, Martijn C.
    [J]. NEPHROLOGY DIALYSIS TRANSPLANTATION, 2021, 36
  • [32] Machine Learning for Identifying Medication-Associated Acute Kidney Injury
    Abdullah, Sheikh S.
    Rostamzadeh, Neda
    Sedig, Kamran
    Lizotte, Daniel J.
    Garg, Amit X.
    McArthur, Eric
    [J]. INFORMATICS-BASEL, 2020, 7 (02):
  • [33] Machine Learning for Acute Kidney Injury Prediction in the Intensive Care Unit
    Gottlieb, Eric R.
    Samuel, Mathew
    Bonventre, Joseph V.
    Celi, Leo A.
    Mattie, Heather
    [J]. ADVANCES IN CHRONIC KIDNEY DISEASE, 2022, 29 (05) : 431 - 438
  • [34] Commentary: Machine Learning Prediction of Acute Kidney Injury With Cardiac Surgery
    Baudo, Massimo
    Shmushkevich, Shon
    Rahouma, Mohamed
    [J]. SEMINARS IN THORACIC AND CARDIOVASCULAR SURGERY, 2021, 33 (03) : 746 - 747
  • [35] The Development of a Machine Learning Inpatient Acute Kidney Injury Prediction Model
    Koyner, Jay L.
    Carey, Kyle A.
    Edelson, Dana P.
    Churpek, Matthew M.
    [J]. CRITICAL CARE MEDICINE, 2018, 46 (07) : 1070 - 1077
  • [36] Calibration drift in regression and machine learning models for acute kidney injury
    Davis, Sharon E.
    Lasko, Thomas A.
    Chen, Guanhua
    Siew, Edward D.
    Matheny, Michael E.
    [J]. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2017, 24 (06) : 1052 - 1061
  • [37] A machine learning model for predicting acute kidney injury secondary to severe acute pancreatitis
    Zhang, Wanyue
    Chang, Yongjian
    Cheng, Cuie
    Zhao, Xiaodan
    Tang, Xiajiao
    Lu, Fenying
    Hu, Yanli
    Yang, Chunying
    Ding, Yuan
    Shi, Ruihua
    [J]. CHINESE MEDICAL JOURNAL, 2024, 137 (05) : 619 - 621
  • [38] A machine learning model for predicting acute kidney injury secondary to severe acute pancreatitis
    Zhang Wanyue
    Chang Yongjian
    Cheng Cuie
    Zhao Xiaodan
    Tang Xiajiao
    Lu Fenying
    Hu Yanli
    Yang Chunying
    Ding Yuan
    Shi Ruihua
    [J]. 中华医学杂志(英文版), 2024, 137 (05)
  • [39] A Machine Learning Approach for the Prediction of Severe Acute Kidney Injury Following Traumatic Brain Injury
    Peng, Chi
    Yang, Fan
    Li, Lulu
    Peng, Liwei
    Yu, Jian
    Wang, Peng
    Jin, Zhichao
    [J]. NEUROCRITICAL CARE, 2023, 38 (02) : 335 - 344
  • [40] A Machine Learning Approach for the Prediction of Severe Acute Kidney Injury Following Traumatic Brain Injury
    Chi Peng
    Fan Yang
    Lulu Li
    Liwei Peng
    Jian Yu
    Peng Wang
    Zhichao Jin
    [J]. Neurocritical Care, 2023, 38 : 335 - 344
12345