Machine Learning-Based Clinical Predictive Models for Early Readmission in Patients with Cardiogenic Shock

被引:0
|
作者
Tieliwaerdi, Xiarepati
Abuduweili, Abulikemu
Mutabi, Erasmus
Manalo, Kathryn
Lander, Matthew
机构
关键词
D O I
10.1161/circ.150.suppl_1.4144774
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
4144774
引用
收藏
页数:2
相关论文
共 50 条
  • [1] Evaluation of repeated machine learning-based phenotyping in patients with cardiogenic shock
    Zweck, E.
    Kanwar, M.
    Li, S.
    Sinha, S. S.
    Garan, A. R.
    Hernandez-Montfort, J.
    Abraham, J.
    Polzin, A.
    Kelm, M.
    Burkhoff, D.
    Kapur, N. K.
    EUROPEAN HEART JOURNAL, 2024, 45
  • [2] MACHINE LEARNING FOR EARLY PREDICTION OF CARDIOGENIC SHOCK
    Chang, Yale
    Antonescu, Corneliu
    Ravindranath, Shreyas Raj
    Dong, Junzi
    Lu, MingYu
    Vicario, Francesco
    Wondrely, Lisa
    Thompson, Pam
    Swearingen, Dennis
    Acharya, Deepak
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2022, 79 (09) : 278 - 278
  • [3] Machine learning-based prediction of mortality in acute myocardial infarction with cardiogenic shock
    Zhang, Qitian
    Xu, Lizhen
    Xie, Zhiyi
    He, Weibin
    Huang, Xiaohong
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2024, 11
  • [4] Machine Learning-Based Predictive Models for Patients with Venous Thromboembolism: A Systematic Review
    Danilatou, Vasiliki
    Dimopoulos, Dimitrios
    Kostoulas, Theodoros
    Douketis, James
    THROMBOSIS AND HAEMOSTASIS, 2024, 124 (11) : 1040 - 1052
  • [5] Construction and evaluation of machine learning-based predictive models for early-onset preeclampsia
    Lv, Bohan
    Wang, Gang
    Pan, Yueshuai
    Yuan, Guanghui
    Wei, Lili
    PREGNANCY HYPERTENSION-AN INTERNATIONAL JOURNAL OF WOMENS CARDIOVASCULAR HEALTH, 2025, 39
  • [6] A Machine Learning-Based Predictive Model for 30-Day Hospital Readmission Prediction for COPD Patients
    Verma, Vijay Kumar
    Lin, Wen-Yen
    2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2020, : 994 - 999
  • [7] Risk Factors and Machine Learning-Based Prediction Models for Early Readmission after Thoracoabdominal Aortic Dissection
    Bolourani, Siavash
    Patel, Vihas M.
    Etkin, Yana
    Landis, Gregg
    Mussa, Firas
    JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2020, 231 (04) : S356 - S356
  • [8] Machine Learning-Based Predictive Models for Detection of Cardiovascular Diseases
    Ogunpola, Adedayo
    Saeed, Faisal
    Basurra, Shadi
    Albarrak, Abdullah M.
    Qasem, Sultan Noman
    DIAGNOSTICS, 2024, 14 (02)
  • [9] Early Prediction of Cardiogenic Shock Using Machine Learning
    Chang, Yale
    Antonescu, Corneliu
    Ravindranath, Shreyas
    Dong, Junzi
    Lu, Mingyu
    Vicario, Francesco
    Wondrely, Lisa
    Thompson, Pam
    Swearingen, Dennis
    Acharya, Deepak
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2022, 9
  • [10] Machine learning-based scoring system to predict cardiogenic shock in acute coronary syndrome
    Bohm, Allan
    Segev, Amitai
    Jajcay, Nikola
    Krychtiuk, Konstantin A.
    Tavazzi, Guido
    Spartalis, Michael
    Kollarova, Marta
    Berta, Imrich
    Jankova, Jana
    Guerra, Frederico
    Pogran, Edita
    Remak, Andrej
    Jarakovic, Milana
    Sebenova Jerigova, Viera
    Petrikova, Katarina
    Matetzky, Shlomi
    Skurk, Carsten
    Huber, Kurt
    Bezak, Branislav
    EUROPEAN HEART JOURNAL - DIGITAL HEALTH, 2025, 6 (02): : 240 - 251