An explainable supervised machine learning predictor of acute kidney injury after adult deceased donor liver transplantation

被引:0
|
作者
Yihan Zhang
Dong Yang
Zifeng Liu
Chaojin Chen
Mian Ge
Xiang Li
Tongsen Luo
Zhengdong Wu
Chenguang Shi
Bohan Wang
Xiaoshuai Huang
Xiaodong Zhang
Shaoli Zhou
Ziqing Hei
机构
[1] The Third Affiliated Hospital of Sun Yat-Sen University,Department of Anesthesiology
[2] Guangzhou AID Cloud Technology Co.,Department of Clinical Data Center
[3] LTD,Department of Information
[4] The Third Affiliated Hospital of Sun Yat-Sen University,Department of Anesthesiology
[5] The Third Affiliated Hospital of Sun Yat-Sen University,undefined
[6] The Third Affiliated Hospital of Sun Yat-Sen University,undefined
[7] Yuedong Hospital,undefined
关键词
Kidney dysfunction; Liver transplant; SHapley Additive exPlaination methods; SHAP value; Gradient boosting machine; Perioperative medicine; Big data; Artificial intelligence; Prognostic predictor; Clinical assisting tool;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] An explainable supervised machine learning predictor of acute kidney injury after adult deceased donor liver transplantation
    Zhang, Yihan
    Yang, Dong
    Liu, Zifeng
    Chen, Chaojin
    Ge, Mian
    Li, Xiang
    Luo, Tongsen
    Wu, Zhengdong
    Shi, Chenguang
    Wang, Bohan
    Huang, Xiaoshuai
    Zhang, Xiaodong
    Zhou, Shaoli
    Hei, Ziqing
    JOURNAL OF TRANSLATIONAL MEDICINE, 2021, 19 (01)
  • [2] Acute Kidney Injury in Adult Living Donor Liver Transplantation
    Cheng, Kwok-Wai
    Wang, Chih-Hsien
    Chen, Chao-Long
    Wu, Shao-Chun
    Shih, Tsung-Hsiao
    Yang, Sheng-Chun
    Juang, Sin-Ei
    Lee, Ying-En
    Jawan, Bruno
    Huang, Chia-Jung
    TRANSPLANTATION, 2015, 99 : 196 - 197
  • [3] MARKERS OF KIDNEY INJURY AFTER DECEASED DONOR KIDNEY TRANSPLANTATION
    Nielsen, Marie Bodilsen
    Krogstrup, Nicoline Valentina
    Jespersen, Bente
    Birn, Henrik
    TRANSPLANT INTERNATIONAL, 2015, 28 : 159 - 159
  • [4] Impact of Deceased-donor Acute Kidney Injury on Kidney Transplantation
    Yaffe, Hillary C.
    von Ahrens, Dagny
    Urioste, Alejandra
    Mas, Valeria R.
    Akalin, Enver
    TRANSPLANTATION, 2024, 108 (06) : 1283 - 1295
  • [5] Predicting acute kidney injury after orthotopic liver transplantation using machine learning
    Bishara, A.
    Kothari, R.
    Lituiev, D.
    Hannon, V
    Bokoch, M.
    Niemann, C.
    Hadley, D.
    Adelmann, D.
    TRANSPLANTATION, 2019, 103 (08) : 75 - 75
  • [6] Explainable machine learning for the assessment of donor grafts in liver transplantation
    Liang, Zhixing
    Ye, Linsen
    Jiang, Peng
    Dong, Siyi
    Yu, Haoyuan
    Li, Kun
    Li, Siqi
    Hu, Yongwei
    Zhang, Mingshen
    Liu, Wei
    Li, Hua
    Yi, Shuhong
    Chen, Guihua
    Xu, Xiao
    Zheng, Shusen
    Yang, Yang
    HEPATOLOGY RESEARCH, 2025,
  • [7] Predicting survival after living and deceased donor liver transplantation in adult patients with acute liver failure
    Jin, Young-Joo
    Lim, Young-Suk
    Han, Seungbong
    Lee, Han Chu
    Hwang, Shin
    Lee, Sung Gyu
    JOURNAL OF GASTROENTEROLOGY, 2012, 47 (10) : 1115 - 1124
  • [8] Predicting survival after living and deceased donor liver transplantation in adult patients with acute liver failure
    Young-Joo Jin
    Young-Suk Lim
    Seungbong Han
    Han Chu Lee
    Shin Hwang
    Sung Gyu Lee
    Journal of Gastroenterology, 2012, 47 : 1115 - 1124
  • [9] Associations of Deceased Donor Kidney Injury With Kidney Discard and Function After Transplantation
    Hall, I. E.
    Schroeppel, B.
    Doshi, M. D.
    Ficek, J.
    Weng, F. L.
    Hasz, R. D.
    Thiessen-Philbrook, H.
    Reese, P. P.
    Parikh, C. R.
    AMERICAN JOURNAL OF TRANSPLANTATION, 2015, 15 (06) : 1623 - 1631
  • [10] A Machine Learning Prediction Model for Immediate Graft Function After Deceased Donor Kidney Transplantation
    Quinino, Raquel M.
    Agena, Fabiana
    Modelli de Andrade, Luis Gustavo
    Furtado, Mariane
    Chiavegatto Filho, Alexandre D. P.
    David-Neto, Elias
    TRANSPLANTATION, 2023, 107 (06) : 1380 - 1389