P-QRS-T localization in ECG using deep learning
暂无分享,去创建一个
Chia Y. Han | Matthew Campbell | Xuefu Zhou | Hedayat Abrishami | Richard Czosek | Hedayat Abrishami | M. Campbell | Chia Y. Han | R. Czosek | Xuefu Zhou | Matthew Campbell
[1] Jeffrey M. Hausdorff,et al. Physionet: Components of a New Research Resource for Complex Physiologic Signals". Circu-lation Vol , 2000 .
[2] N. Ouyang,et al. Training a NN with ECG to diagnose the hypertrophic portions of HCM , 1998, 1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227).
[3] Pablo Laguna,et al. A wavelet-based ECG delineator: evaluation on standard databases , 2004, IEEE Transactions on Biomedical Engineering.
[4] A Ghaffari,et al. Discrete Wavelet-Aided Delineation of PCG Signal Events via Analysis of an Area Curve Length-Based Decision Statistic , 2010, Cardiovascular engineering.
[5] Ritesh Kumar,et al. An efficient new method for the detection of QRS in electrocardiogram , 2014, Comput. Electr. Eng..
[6] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[7] Reza Tafreshi,et al. Automated analysis of ECG waveforms with atypical QRS complex morphologies , 2014, Biomed. Signal Process. Control..
[8] Moncef Gabbouj,et al. Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks , 2016, IEEE Transactions on Biomedical Engineering.
[9] P. Okin,et al. Improved electrocardiographic detection of left ventricular hypertrophy. , 2002, Journal of electrocardiology.
[10] W. Kaiser,et al. Automatic learning of rules. A practical example of using artificial intelligence to improve computer-based detection of myocardial infarction and left ventricular hypertrophy in the 12-lead ECG. , 1996, Journal of electrocardiology.
[11] Willis J. Tompkins,et al. A Real-Time QRS Detection Algorithm , 1985, IEEE Transactions on Biomedical Engineering.
[12] Mohammad R. Homaeinezhad,et al. Real-time electrocardiogram P-QRS-T detection-delineation algorithm based on quality-supported analysis of characteristic templates , 2014, Comput. Biol. Medicine.
[13] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[14] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[15] Philip de Chazal,et al. A Patient-Adapting Heartbeat Classifier Using ECG Morphology and Heartbeat Interval Features , 2006, IEEE Transactions on Biomedical Engineering.
[16] Rob Fergus,et al. Visualizing and Understanding Convolutional Networks , 2013, ECCV.
[17] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[18] Nitish Srivastava,et al. Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..
[19] Hagit Shatkay,et al. Identifying hypertrophic cardiomyopathy patients by classifying individual heartbeats from 12-lead ECG signals , 2014, 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).