PREDICTING STROKE-ASSOCIATED RESPIRATORY INFECTION IN FIRST 3 DAYS BY MACHINE LEARNING TECHNIQUES.

被引：0
|
作者：
Marta-Enguita, J. [1 ,2 ]
Rubio-Baines, I. [2 ]
Aymerich, N. [2 ]
Herrera, M. [2 ]
Zandio, B. [2 ]
Mayor, S. [2 ]
Munoz, R. [2 ]
机构：
[1] Cima Univ Navarra, Atherothrombosis Lab, Program Cardiovasc Dis, Navarra, Spain
[2] Complejo Hosp Navarra, Serv Neurol, Navarra, Spain
来源：
INTERNATIONAL JOURNAL OF STROKE | 2020年 / 15卷 / 1_SUPPL期
关键词：
D O I：
暂无
中图分类号：
R74 [神经病学与精神病学];
学科分类号：
摘要：
01780
引用
收藏
页码：467 / 468
页数：2
相关论文
共 38 条
  • [1] Application of machine learning and natural language processing for predicting stroke-associated pneumonia
    Tsai, Hui-Chu
    Hsieh, Cheng-Yang
    Sung, Sheng-Feng
    FRONTIERS IN PUBLIC HEALTH, 2022, 10
  • [2] A Novel Machine Learning Model for Predicting Stroke-Associated Pneumonia After Spontaneous Intracerebral Hemorrhage
    Guo, Rui
    Yan, Siyu
    Li, Yansheng
    Liu, Kejia
    Wu, Fatian
    Feng, Tianyu
    Chen, Ruiqi
    Liu, Yi
    You, Chao
    Tian, Rui
    WORLD NEUROSURGERY, 2024, 189 : E141 - E152
  • [3] Using Machine Learning Models to Predict Stroke-Associated Pneumonia
    Sung, Sheng-Feng
    Hsieh, Cheng-Yang
    Tsai, Hui-Chu
    CEREBROVASCULAR DISEASES, 2022, 51 (SUPPL 1) : 89 - 90
  • [4] Using machine learning to predict stroke-associated pneumonia in Chinese acute ischaemic stroke patients
    Li, X.
    Wu, M.
    Sun, C.
    Zhao, Z.
    Wang, F.
    Zheng, X.
    Ge, W.
    Zhou, J.
    Zou, J.
    EUROPEAN JOURNAL OF NEUROLOGY, 2020, 27 (08) : 1656 - 1663
  • [5] Prediction of stroke-associated hospital-acquired pneumonia: Machine learning approach
    Abujaber, Ahmad A.
    Yaseen, Said
    Nashwan, Abdulqadir J.
    Akhtar, Naveed
    Imam, Yahia
    JOURNAL OF STROKE & CEREBROVASCULAR DISEASES, 2025, 34 (02):
  • [6] Machine learning in predicting severe acute respiratory infection outbreaks
    da Silva, Amauri Duarte
    Gomes, Marcelo Ferreira da Costa
    Gregianini, Tatiana Schaffer
    Martins, Leticia Garay
    da Veiga, Ana Beatriz Gorini
    CADERNOS DE SAUDE PUBLICA, 2024, 40 (01):
  • [7] Development and validation of radiology-clinical statistical and machine learning model for stroke-associated pneumonia after first intracerebral haemorrhage
    Zhang, Wenru
    Zhou, Ying
    Xu, Liuhui
    Qiu, Chaomin
    Luo, Zhixian
    Jiang, Zhenghao
    Tao, Xinyi
    Wu, Yingjie
    Yao, Shishi
    Huang, Hang
    Wang, Xinshi
    Yang, Yunjun
    Lin, Ru
    BMC PULMONARY MEDICINE, 2024, 24 (01):
  • [8] An-adcs2: A Novel Machine-Learning Model to Predict the Risk of Stroke-Associated Pneumonia
    Ding Lingling
    Li Zixiao
    Wang Yongjun
    STROKE, 2021, 52
  • [9] Predicting respiratory failure after pulmonary lobectomy using machine learning techniques
    Bolourani, Siavash
    Wang, Ping
    Patel, Vihas M.
    Manetta, Frank
    Lee, Paul C.
    SURGERY, 2020, 168 (04) : 743 - 752
  • [10] Stroke-associated infection independently predicts 3-month poor functional outcome and mortality
    Suda, Satoshi
    Aoki, Junya
    Shimoyama, Takashi
    Suzuki, Kentaro
    Sakamoto, Yuki
    Katano, Takehiro
    Okubo, Seiji
    Nito, Chikako
    Nishiyama, Yasuhiro
    Mishina, Masahiro
    Kimura, Kazumi
    JOURNAL OF NEUROLOGY, 2018, 265 (02) : 370 - 375
1234