Method and Apparatus for ECG Arrhythmia Classification using a Deep Convolutional Neural Network

• 1. 基于深度卷积神经网络的ECG分类系统与方法 [P] . 中国专利： CN113509186A . 2021-10-19
• 2. 使用深度降低卷积神经网络进行图像分割和分类的系统和方法 [P] . 中国专利： CN113763314A . 2021-12-07
• 3. Method and Apparatus for ECG Arrhythmia Classification using a Deep Convolutional Neural Network [P] . 韩国专利： KR20190141326A . 2019-12-24

  机译： 使用深度卷积神经网络进行ECG心律失常分类的方法和设备

• 4. DEEP CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE AND SYSTEM AND METHOD FOR BUILDING THE DEEP CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE [P] . 美国专利： US2019236440A1 . 2019-08-01

  机译： 深层卷积神经网络体系结构以及深层卷积神经网络体系结构的系统和方法

• 5. DEEP CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE AND SYSTEM AND METHOD FOR BUILDING THE DEEP CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE [P] . CA3032188A1 . 2019-07-31

  机译： 深层卷积神经网络体系结构以及深层卷积神经网络体系结构的系统和方法

• 1. Research on Behaviour Recognition Method for Moving Target Based on Deep Convolutional Neural Network [J] . Jianfang Liu, Hao Zheng, Mengyi Liao 电脑和通信（英文） . 2020,第009期
• 2. Satellite Image Matching Method Based on Deep Convolutional Neural Network [J] . Dazhao FAN, Yang DONG, Yongsheng ZHANG 测绘学报（英文） . 2019,第002期
• 3. Satellite Image Matching Method Based on Deep Convolutional Neural Network [J] . Dazhao FAN, Yang DONG, Yongsheng ZHANG 测绘学报(英文版) . 2019,第002期
• 4. ECG arrhythmia classification by using a recurrence plot and convolutional neural network [J] . Mathunjwa Bhekumuzi M., Lin Yin-Tsong, Lin Chien-Hung, Biomedical signal processing and control . 2021,第Feba期
• 5. ECG signal classification for the detection of cardiac arrhythmias using a convolutional recurrent neural network [J] . Zhaohan Xiong, Martyn P Nash, Elizabeth Cheng, Physiological measurement . 2018,第9期
• 6. Arrhythmia detection using deep convolutional neural network with long duration ECG signals [J] . Yildirim Ozal, Plawiak Pawel, Tan Ru-San, Computers in Biology and Medicine . 2018,第期
• 7. Deep Convolutional Neural Networks for ECG Heartbeat Classification Using Two-Stage Hierarchical Method [C] . Abdelrahman M. Shaker, Manal Tantawi, Howida A. Shedeed, International Conference on Advanced Intelligent Systems and Informatics . 2020
• 8. Deep Neural Language Model for Text Classification Based on Convolutional and Recurrent Neural Networks [D] . Hassan, Abdalraouf. 2018
• 9. A Study on Arrhythmia via ECG Signal Classification Using the Convolutional Neural Network [O] . Mengze Wu, Yongdi Lu, Wenli Yang, 2020
• 10. ECG signal classification for the detection of cardiac arrhythmias using a convolutional recurrent neural network [O] . Zhaohan Xiong, Martyn P Nash, Elizabeth Cheng, 2018

• 1. Pulsar candidate classification with deep convolutional neural networks [J] . Yuan-Chao Wang ,Ming-Tao Li ,Zhi-Chen Pan . 天文和天体物理学研究 . 2019,第009期
• 2. A method for pulsar searching:combining a two-dimensional autocorrelation profile map and a deep convolutional neural network [J] . Long-Qi Wang ,Jing Jin ,Lu Liu . 天文和天体物理学研究 . 2021,第007期
• 3. 基于深度卷积神经网络的不同极化模式SAR图像分类性能对比研究 [C] . 陶臣嵩 ,陈思伟 ,李永祯 . 第十四届全国雷达学术年会 . -1
• 4. 基于深度学习的ECG心律失常分类算法研究 [A] . 于丽丽 . 2019