Diagnosis of left ventricular hypertrophy using convolutional neural network

被引:0
作者
Zini Jian
Xianpei Wang
Jingzhe Zhang
Xinyu Wang
Youbin Deng
机构
[1] Wuhan University,Electronic Information School
[2] Tongji Hospital,Department of Medical Ultrasound
[3] Tongji Medical College,undefined
[4] Huazhong University of Science and Technology,undefined
来源
BMC Medical Informatics and Decision Making | / 20卷
关键词
Echocardiography; Deep learning; Diagnosis of left ventricular hypertrophy; Convolutional neural network;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 41 条
  • [1] Xueqiang Z(2018)The value of cardiac magnetic resonance imaging in differential diagnosis of left ventricular hypertrophy disease [J] J Med Imaging 028 920-924
  • [2] Shifeng X(2015)Research progress on the mechanism of left ventricular hypertrophy in hypertension [J] Chongqing Med 22 3143-3146
  • [3] Sujun Y(2017)Imaging of left ventricular hypertrophy: a practical utility for differential diagnosis and assessment of disease severity [J] Curr Cardiol Rep 19 65-533
  • [4] Wang C(2015)Left ventricular hypertrophy: the relationship between the electrocardiogram and cardiovascular magnetic resonance imaging [J] Ann Noninvasive Electrocardiol 19 524-158
  • [5] Ping Z(2014)Application of color Doppler echocardiography in diagnosis of left ventricular hypertrophy [J] J Front Med 20 157-424
  • [6] Kubo T(2018)Deep learning in medical image analysis and its challenges [J] Acta Automat Sin 44 401-2124
  • [7] Kitaoka H(2018)A deep neural network predicts survival after heart imaging better than cardiologists [Z/OL] arXiv 1811 10553-66
  • [8] Bacharova L(2019)Left ventricular segmentation method for ultrasound images based on convolutional neural network [J] J Comput Appl 39 2121-591
  • [9] Ugander M(2004)Effect of irbesartan versus atenolol on left ventricular mass and voltage: results of the CardioVascular Irbesartan project Hypertension. 44 61-21+27
  • [10] Ma H(1959)Receptive fields of single neurones in the cat's striate cortex [J] J Physiol 148 574-666