Authors' response: "Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation"

被引：0
|
作者：
Fritsch, Sebastian Johannes [1 ,2 ,3 ]
Riedel, Morris [1 ,3 ,4 ]
Marx, Gernot [2 ]
Bickenbach, Johannes [2 ]
Schuppert, Andreas [5 ]
机构：
[1] Forschungszentrum Julich, Julich Supercomp Ctr, D-52428 Julich, Germany
[2] Univ Hosp RWTH Aachen, Dept Intens Care Med, D-52074 Aachen, Germany
[3] Forschungszentrum Julich, Ctr Adv Simulat & Analyt CASA, D-52428 Julich, Germany
[4] Univ Iceland, Sch Engn & Nat Sci, IS-107 Reykjavik, Iceland
[5] Univ Hosp RWTH Aachen, Inst Computat Biomed, D-52074 Aachen, Germany
来源：
JOURNAL OF CRITICAL CARE | 2024年 / 83卷
关键词：
D O I：
10.1016/j.jcrc.2024.154850
中图分类号：
R4 [临床医学];
学科分类号：
1002 ; 100602 ;
摘要：
引用
收藏
页数：2
相关论文
共 50 条
  • [1] Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation
    Fritsch, Sebastian Johannes
    Riedel, Morris
    Marx, Gernot
    Bickenbach, Johannes
    Schuppert, Andreas
    JOURNAL OF CRITICAL CARE, 2024, 82
  • [2] Letter to the Editor: " Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation" "
    Nadeem, Rashid
    Ahmad, Atif Altafuddin
    JOURNAL OF CRITICAL CARE, 2024, 83
  • [3] Weaning from prolonged mechanical ventilation at 72 hours of spontaneous breathing
    Villalba, Dario
    Plotnikow, Gustavo
    Feld, Viviana
    Rivero Vairo, Noelia
    Scapellato, Jose
    Diaz Nielsen, Ernesto
    MEDICINA-BUENOS AIRES, 2015, 75 (01) : 11 - 17
  • [4] Effect of Pressure Support vs Unassisted Breathing Through a Tracheostomy Collar on Weaning Duration in Patients Requiring Prolonged Mechanical Ventilation A Randomized Trial
    Jubran, Amal
    Grant, Brydon J. B.
    Duffner, Lisa A.
    Collins, Eileen G.
    Lanuza, Dorothy M.
    Hoffman, Leslie A.
    Tobin, Martin J.
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2013, 309 (07): : 671 - 677
  • [5] Effect Of Pressure Support Versus Unassisted Breathing Through A Trach Collar On Weaning Duration In Patients Requiring Prolonged Mechanical Ventilation: A Randomized Trial
    Jubran, A.
    Grant, B. J.
    Duffner, L.
    Collins, E. G.
    Lanuza, D.
    Hoffman, L.
    Tobin, M. J.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2013, 187
  • [6] Breathing Variability during Spontaneous Breathing Trials in Prolonged Mechanical Ventilation Patients.
    Deoghare, H. V.
    Huang, T.
    Layon, A. J.
    Caruso, L.
    Martin, A. D.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2009, 179
  • [7] KINETICS OF OXYGEN UPTAKE DURING THE SPONTANEOUS BREATHING TRIAL PREDICTS WEANING OUTCOMES FOR PATIENTS WITH PROLONGED MECHANICAL VENTILATION: A PROSPECTIVE ANALYSIS AT A WEANING UNIT
    Lee, I-Hsien
    Lin, Feng-Ching
    Kuo, Yao-Wen
    Jerng, Jih-Shuin
    Wu, Huey-Dong
    RESPIROLOGY, 2018, 23 : 55 - 55
  • [8] Development and validation of a model for predicting prolonged weaning from mechanical ventilation in patients with abdominal trauma
    Xi, Fengchan
    Sun, Chuanrui
    Ding, Weiwei
    Zheng, Nan
    Wang, Di
    Teng, Ran
    Zhang, Xinxing
    Zhang, Tongtong
    Wei, Caiyun
    Wang, Xiling
    Tan, Shanjun
    SURGERY, 2024, 176 (05) : 1507 - 1515
  • [9] Prediction of Weaning from Prolonged Mechanical Ventilation at a Long Term Acute Care Hospital: A Comparison of Machine Learning Algorithms
    Dunn, H.
    Krupp, A.
    Steffen, A.
    Kapella, M. C.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2020, 201
  • [10] Machine learning-based risk prediction model construction of difficult weaning in ICU patients with mechanical ventilation
    Xu, Huimei
    Ma, Yanyan
    Zhuang, Yan
    Zheng, Yanqi
    Du, Zhiqiang
    Zhou, Xuemei
    SCIENTIFIC REPORTS, 2024, 14 (01):
12345