Machine-learning models for prediction of sepsis patients mortality: A needed consideration

被引：0
|
作者：
Fernandez, Marcos Valiente [1 ]
Moya, Francisco de Paula Delgado [1 ]
de Aledo, Amanda Lesmes Gonzalez [1 ]
Badia, Isaias Martin [1 ]
机构：
[1] Hosp Univ 12 Octubre, Serv Med Intens, Ave Cordoba s-n, Madrid 28041, Spain
来源：
MEDICINA INTENSIVA | 2023年 / 47卷 / 07期
关键词：
D O I：
10.1016/j.medin.2023.04.008
中图分类号：
R4 [临床医学];
学科分类号：
1002 ; 100602 ;
摘要：
引用
下载
收藏
页码：416 / 417
页数：2
相关论文
共 50 条
  • [1] Machine-learning models for prediction of sepsis patients mortality
    Bao, C.
    Deng, F.
    Zhao, S.
    MEDICINA INTENSIVA, 2023, 47 (06) : 315 - 325
  • [2] A comparison of machine learning models versus clinical evaluation for mortality prediction in patients with sepsis
    van Doorn, William P. T. M.
    Stassen, Patricia M.
    Borggreve, Hella F.
    Schalkwijk, Maaike J.
    Stoffers, Judith
    Bekers, Otto
    Meex, Steven J. R.
    PLOS ONE, 2021, 16 (01):
  • [3] Sepsis prediction using machine-learning methods: prolonged disorders of consciousness patients
    Metsker, O.
    Aybazova, M.
    Kondratyeva, E.
    Dryagina, N.
    Kondratev, A.
    Efimov, E.
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 2019, 405
  • [4] A Machine-Learning Sepsis Prediction Model for Patients Undergoing Hematopoietic Cell Transplantation
    Dadwal, Sanjeet
    Eftekhari, Zahra
    Thomas, Tushondra
    Johnson, Deron
    Yang, Dongyun
    Mokhtari, Sally
    Nikolaenko, Liana
    Munu, Janet
    Nakamura, Ryotaro
    BLOOD, 2018, 132
  • [5] Advancing interpretability of machine-learning prediction models
    Trenary, Laurie
    DelSole, Timothy
    ENVIRONMENTAL DATA SCIENCE, 2022, 1
  • [6] Prediction of sepsis mortality in ICU patients using machine learning methods
    Gao, Jiayi
    Lu, Yuying
    Ashrafi, Negin
    Domingo, Ian
    Alaei, Kamiar
    Pishgar, Maryam
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2024, 24 (01)
  • [7] Development and validation of an interpretable machine learning for mortality prediction in patients with sepsis
    He, Bihua
    Qiu, Zheng
    FRONTIERS IN ARTIFICIAL INTELLIGENCE, 2024, 7
  • [8] A Machine-Learning Approach for Dynamic Prediction of Sepsis-Induced Coagulopathy in Critically Ill Patients With Sepsis
    Zhao, Qin-Yu
    Liu, Le-Ping
    Luo, Jing-Chao
    Luo, Yan-Wei
    Wang, Huan
    Zhang, Yi-Jie
    Gui, Rong
    Tu, Guo-Wei
    Luo, Zhe
    FRONTIERS IN MEDICINE, 2021, 7
  • [9] Machine-Learning Techniques for Feature Selection and Prediction of Mortality in Elderly CABG Patients
    Huang, Yen-Chun
    Li, Shao-Jung
    Chen, Mingchih
    Lee, Tian-Shyug
    Chien, Yu-Ning
    HEALTHCARE, 2021, 9 (05)
  • [10] Mortality Prediction in ICU Patients Using Machine Learning Models
    Ahmad, Fawad
    Ayub, Huma
    Liaqat, Rehan
    Khan, Akhyar Ali
    Nawaz, Ali
    Younis, Babar
    PROCEEDINGS OF 2021 INTERNATIONAL BHURBAN CONFERENCE ON APPLIED SCIENCES AND TECHNOLOGIES (IBCAST), 2021, : 372 - 376
12345