Pediatric Electrocardiogram-Based Deep Learning to Predict Left Ventricular Dysfunction and Remodeling

被引:0
|
作者
Mayourian, Joshua
La Cava, William G.
Ghelani, Sunil J.
Mannix, Rebekah
Bezzerides, Vassilios J.
Pu, William T.
Geva, Tal
Dionne, Audrey
Alexander, Mark E.
Triedman, John K.
机构
关键词
Pediatric cardiology; Artificial Intelligence; Pediatric electrophysiology; Imaging;
D O I
10.1161/circ.148.suppl_1.18941
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
A18941
引用
收藏
页数:3
相关论文
共 50 条
  • [31] Diagnosis of Left Ventricular Diastolic Dysfunction using Deep Learning on electrocardiograms
    Shetty, Samantha
    Lampert, Joshua
    Jiang, Joy
    Nadkarni, Girish
    Vaid, Akhil
    CIRCULATION, 2024, 150
  • [32] Deep Learning-Based Heart Sound Analysis for Left Ventricular Diastolic Dysfunction Diagnosis
    Yang, Yang
    Guo, Xing-Ming
    Wang, Hui
    Zheng, Yi-Neng
    DIAGNOSTICS, 2021, 11 (12)
  • [33] Higher Serum Lysophosphatidic Acids Predict Left Ventricular Reverse Remodeling in Pediatric Dilated Cardiomyopathy
    Wen, Haichu
    You, Hongzhao
    Li, Yulin
    Ma, Ke
    Jiao, Meng
    Wu, Shaowei
    You, Shijie
    Huang, Jie
    Su, Junwu
    Gu, Yan
    Wang, Zhiyuan
    Zheng, Ping
    Shui, Guanghou
    Wang, Yuan
    Jin, Mei
    Du, Jie
    FRONTIERS IN PEDIATRICS, 2021, 9
  • [34] Electrocardiogram-Based Heart Age Estimation by a Deep Learning Model Provides More Information on the Incidence of Cardiovascular Disorders
    Chang, Chiao-Hsiang
    Lin, Chin-Sheng
    Luo, Yu-Sheng
    Lee, Yung-Tsai
    Lin, Chin
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2022, 9
  • [35] Left Ventricular Hypertrophy Findings on Electrocardiogram Predict Impaired Left Atrial Functions
    Karagoz, Ugur
    Eren, Nihan Kahya
    Ozdemir, Emre
    Emren, Sadik Volkan
    Gursoy, Mustafa Ozan
    Tokac, Mehmet
    TURK KARDIYOLOJI DERNEGI ARSIVI-ARCHIVES OF THE TURKISH SOCIETY OF CARDIOLOGY, 2024, 52 (05): : 322 - 329
  • [36] A Deep-Learning Based Multi-Modal Phonocardiogram and Electrocardiogram Processing Framework for Screening Left Ventricular Systolic Dysfunction Using a Wearable Cardiac Patch
    Zhang, Wenli
    Song, Bei
    Huang, Qijia
    Qu, Xuezheng
    Yu, Jiwei
    Mead, Hardwin
    Yan, Xiaowei
    Zhu, Zhengbin
    Quan, Weiwei
    Zhang, Ruiyan
    CIRCULATION, 2023, 148
  • [37] A Novel Surface Electrocardiogram-Based Marker of Ventricular Arrhythmia Risk in Patients With Ischemic Cardiomyopathy
    Nicolson, William B.
    McCann, Gerry P.
    Brown, Peter D.
    Sandilands, Alastair J.
    Stafford, Peter J.
    Schlindwein, Fernando S.
    Samani, Nilesh J.
    Ng, G. Andre
    JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2012, 1 (04):
  • [38] Significance of left atrial overload by electrocardiogram in the assessment of left ventricular diastolic dysfunction
    Sumita, Yoshiyuki
    Nakatani, Satoshi
    Murakami, Ikuko
    Taniguchi, Mina
    JOURNAL OF ECHOCARDIOGRAPHY, 2020, 18 (02) : 105 - 112
  • [39] Significance of left atrial overload by electrocardiogram in the assessment of left ventricular diastolic dysfunction
    Yoshiyuki Sumita
    Satoshi Nakatani
    Ikuko Murakami
    Mina Taniguchi
    Journal of Echocardiography, 2020, 18 : 105 - 112
  • [40] Left ventricular remodeling and prognosis in patients with left ventricular dysfunction after bypass surgery
    Scapellato, Francesco
    Giannuzzi, Pantaleo
    GIORNALE ITALIANO DI CARDIOLOGIA, 2005, 6 (05) : 35S - 38S