DDCNN: A Deep Learning Model for AF Detection From a Single-Lead Short ECG Signal-Reference-Cited by-同舟云学术

DDCNN: A Deep Learning Model for AF Detection From a Single-Lead Short ECG Signal

Author:

Yu Zhaocheng¹,Chen Junxin¹^ORCID,Liu Yu¹,Chen Yongyong²,Wang Tingting³^ORCID,Nowak Robert⁴^ORCID,Lv Zhihan⁵^ORCID

Affiliation:

1. College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China

2. School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China

3. Faculty of Information Technology, Macau University of Science and Technology, Macau, China

4. Artificial Intelligence Division, Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

5. Department of Game Design, Faculty of Arts, Uppsala University, Uppsala, Sweden

Funder

National Natural Science Foundation of China

Natural Science Foundation of Guangdong Province

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Link

Reference35 articles.

1. Adam: A method for stochastic optimization;kingma,2014

2. Gated feedback recurrent neural networks;chung;Proc 32nd Int Conf Mach Learn,0

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