MACHINE LEARNING-GUIDED EARLY PREDICTION OF PERSISTENT ACUTE KIDNEY INJURY AFTER CARDIAC SURGERY

被引:0
|
作者
Jangda, Mateen [1 ]
Desman, Jacob [2 ]
Takkavatakarn, Kullaya [2 ]
Yimen, Mekeleya [2 ]
Kumar, Gagan [3 ]
McCarthy, Paul [4 ]
Kohli-Seth, Roopa [5 ]
Nadkarni, Girish [2 ]
Sakhuja, Ankit [4 ]
机构
[1] Georgia Inst Technol, Atlanta, GA USA
[2] Icahn Sch Med Mt Sinai, New York, NY USA
[3] Northeast Georgia Phys Grp, Gainesville, GA USA
[4] West Virginia Univ, Morgantown, WV USA
[5] Mt Sinai Hlth Syst, New York, NY USA
关键词
D O I
暂无
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
1319
引用
收藏
页数:1
相关论文
共 50 条
  • [11] Prediction of acute kidney injury risk after cardiac surgery: using a hybrid machine learning algorithm
    Petrosyan, Yelena
    Mesana, Thierry G.
    Sun, Louise Y.
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2022, 22 (01)
  • [12] 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)
  • [13] Early Detection and Prediction by Biomarkers of Acute Kidney Injury After Cardiac Surgery
    Kohagura, Kentaro
    Ohya, Yusuke
    CIRCULATION JOURNAL, 2012, 76 (01) : 53 - 54
  • [14] Machine Learning-Guided Prediction of Hydroformylation
    Shi, Haonan
    Shen, Chaoren
    Huang, Zheng
    Dong, Kaiwu
    CHEMPHYSCHEM, 2025, 26 (03)
  • [15] Prediction of Acute Kidney Injury after Extracorporeal Cardiac Surgery (CSA-AKI) by Machine Learning Algorithms
    Tong, Yefeng
    Niu, Xiaoguang
    Liu, Feng
    HEART SURGERY FORUM, 2023, 26 (05): : E537 - E551
  • [16] Early prediction of acute kidney injury in neonates with cardiac surgery
    Shi, Shanshan
    Fan, Jiajie
    Shu, Qiang
    WORLD JOURNAL OF PEDIATRIC SURGERY, 2020, 3 (02)
  • [17] Prediction and Prevention of Acute Kidney Injury after Cardiac Surgery
    Shin, Su Rin
    Kim, Won Ho
    Kim, Dong Joon
    Shin, Il-Woo
    Sohn, Ju-Tae
    BIOMED RESEARCH INTERNATIONAL, 2016, 2016
  • [18] Comment on the article: “Prediction of the development of acute kidney injury following cardiac surgery by machine learning”
    Hang Zhang
    Yang Zhao
    Tongtong Gu
    Critical Care, 25
  • [19] Comment on the article: "Prediction of the development of acute kidney injury following cardiac surgery by machine learning"
    Zhang, Hang
    Zhao, Yang
    Gu, Tongtong
    CRITICAL CARE, 2021, 25 (01)
  • [20] Derivation and Validation of Machine Learning Approaches to Predict Acute Kidney Injury after Cardiac Surgery
    Lee, Hyung-Chul
    Yoon, Hyun-Kyu
    Nam, Karam
    Cho, Youn Joung
    Kim, Tae Kyong
    Kim, Won Ho
    Bahk, Jae-Hyon
    JOURNAL OF CLINICAL MEDICINE, 2018, 7 (10):