Use of Machine learning to predict asthma exacerbations

被引：2
|
作者：
Janson, Christer [1 ]
Johansson, Gunnar [1 ]
Larsson, Kjell [2 ]
Stallberg, Bjorn [1 ]
Mueller, Mario [3 ]
Luczko, Mateusz [3 ]
Kjoeller, Bine [3 ]
Fell, Stuart [3 ]
Bacher, Gerald [4 ]
Holzhauer, Bjorn [4 ]
Goyal, Pankaj [4 ]
Lisspers, Karin [1 ]
机构：
[1] Uppsala Univ, Uppsala, Sweden
[2] Karolinska Inst, Stockholm, Sweden
[3] IQVIA, Stockholm, Sweden
[4] Novartis, Basel, Switzerland
来源：
EUROPEAN RESPIRATORY JOURNAL | 2020年 / 56卷
关键词：
Exacerbation; Asthma; -; management; Monitoring;
D O I：
10.1183/13993003.congress-2020.4802
中图分类号：
R56 [呼吸系及胸部疾病];
学科分类号：
摘要：
4802
引用
收藏
页数：2
相关论文
共 50 条
  • [1] MACHINE LEARNING MODELS TO PREDICT ASTHMA EXACERBATIONS
    Turcatel, Gianluca
    Xiao, Yi
    Caveney, Scott
    Gnacadja, Gilles
    Kim, Julie
    Molfino, Nestor
    [J]. CHEST, 2023, 164 (04) : 53A - 53A
  • [2] Machine Learning Approaches to Predict Asthma Exacerbations: A Narrative Review
    Nestor A. Molfino
    Gianluca Turcatel
    Daniel Riskin
    [J]. Advances in Therapy, 2024, 41 : 534 - 552
  • [3] Machine Learning Approaches to Predict Asthma Exacerbations: A Narrative Review
    Molfino, Nestor A.
    Turcatel, Gianluca
    Riskin, Daniel
    [J]. ADVANCES IN THERAPY, 2024, 41 (02) : 534 - 552
  • [4] Use of Natural Language Processing and Machine Learning to Predict Severe COPD Exacerbations
    Kuhn, B. T.
    Riedl, A. W.
    Anderson, N.
    Adams, J. Y.
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2020, 201
  • [5] Exploring machine learning for monitoring and predicting severe asthma exacerbations
    Anastasiou, Aggeliki
    Kocsis, Otilia
    Moustakas, Konstantinos
    [J]. 10TH HELLENIC CONFERENCE ON ARTIFICIAL INTELLIGENCE (SETN 2018), 2018,
  • [6] Machine learning approaches to personalize early prediction of asthma exacerbations
    Finkelstein, Joseph
    Jeong, In Cheol
    [J]. ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 2017, 1387 (01) : 153 - 165
  • [7] Can We Predict Exacerbations of Asthma?
    Sears, Malcolm R.
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2019, 199 (04) : 399 - 400
  • [8] Can we predict asthma exacerbations?
    Ko, Fanny Wai San
    [J]. RESPIROLOGY, 2023, 28 (11) : 1078 - 1079
  • [9] Machine learning approaches for predicting disposition of asthma and COPD exacerbations in the ED
    Goto, Tadahiro
    Camargo, Carlos A., Jr.
    Faridi, Mohammad Kamal
    Yun, Brian J.
    Hasegawa, Kohei
    [J]. AMERICAN JOURNAL OF EMERGENCY MEDICINE, 2018, 36 (09): : 1650 - 1654
  • [10] Detecting asthma exacerbations using daily home monitoring and machine learning
    Zhang, Olivier
    Minku, Leandro L.
    Gonem, Sherif
    [J]. JOURNAL OF ASTHMA, 2021, 58 (11) : 1518 - 1527
12345