MACHINE LEARNING MODELS FOR PREDICTING ACUTE KIDNEY INJURY: A SYSTEMATIC REVIEW

被引:0
作者
Vagliano, Iacopo [1 ]
Chesnaye, Nicholas [1 ,3 ]
Leopold, Jan Hendrik [1 ,2 ]
Jager, Kitty J. [1 ,3 ]
Abu Hanna, Ameen [1 ,2 ]
Schut, Martijn C. [1 ]
机构
[1] Univ Amsterdam, Amsterdam UMC, Dept Med Informat, Amsterdam, Netherlands
[2] ERA EDTA Registry, Amsterdam, Netherlands
[3] Amsterdam Publ Hlth Res Inst, Amsterdam, Netherlands
关键词
D O I
暂无
中图分类号
R3 [基础医学]; R4 [临床医学];
学科分类号
1001 ; 1002 ; 100602 ;
摘要
MO360
引用
收藏
页数:1
相关论文
共 50 条
  • [21] Machine learning in predicting graft failure following kidney transplantation: A systematic review of published predictive models
    Senanayake, Sameera
    White, Nicole
    Graves, Nicholas
    Healy, Helen
    Baboolal, Keshwar
    Kularatna, Sanjeewa
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2019, 130
  • [22] 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
    CHINESE MEDICAL JOURNAL, 2024, 137 (05) : 619 - 621
  • [23] 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
    中华医学杂志英文版, 2024, 137 (05)
  • [24] 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.
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2017, 24 (06) : 1052 - 1061
  • [25] Predicting Acute Kidney Injury after Cardiac Surgery by Machine Learning Approaches
    Thongprayoon, Charat
    Hansrivijit, Panupong
    Bathini, Tarun
    Vallabhajosyula, Saraschandra
    Mekraksakit, Poemlarp
    Kaewput, Wisit
    Cheungpasitporn, Wisit
    JOURNAL OF CLINICAL MEDICINE, 2020, 9 (06)
  • [26] Predicting Nephrotoxic Acute Kidney Injury in Hospitalized Adults: A Machine Learning Algorithm
    Griffin, Benjamin R.
    Mudireddy, Avinash
    Horne, Benjamin D.
    Chonchol, Michel
    Goldstein, Stuart L.
    Goto, Michihiko
    Matheny, Michael E.
    Street, W. Nick
    Vaughan-Sarrazin, Mary
    Jalal, Diana I.
    Misurac, Jason
    KIDNEY MEDICINE, 2024, 6 (12)
  • [27] EVALUATING NEPHROTOXIC MEDICATIONS IN PREDICTING ACUTE KIDNEY INJURY: A MACHINE LEARNING STUDY
    Al-Mamun, Mohammad
    Brothers, Todd
    CRITICAL CARE MEDICINE, 2025, 53 (01)
  • [28] Machine learning predictive models for acute pancreatitis: A systematic review
    Zhou, You
    Ge, Yu-tong
    Shi, Xiao-lei
    Wu, Ke-yan
    Chen, Wei-wei
    Ding, Yan-bing
    Xiao, Wei-ming
    Wang, Dan
    Lu, Guo-tao
    Hu, Liang-hao
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2022, 157
  • [29] Predictive models of sepsis-associated acute kidney injury based on machine learning: a scoping review
    Li, Jie
    Zhu, Manli
    Yan, Li
    RENAL FAILURE, 2024, 46 (02)
  • [30] Predicting blood transfusion following traumatic injury using machine learning models: A systematic review and narrative synthesis
    Oakley, William
    Tandle, Sankalp
    Perkins, Zane
    Marsden, Max
    JOURNAL OF TRAUMA AND ACUTE CARE SURGERY, 2024, 97 (04) : 651 - 659