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An Arrhythmia classification approach via deep learning using single-lead ECG without QRS wave detection
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Health Data-Driven Machine Learning Algorithms Applied to Risk Indicators Assessment for Chronic Kidney Disease
Published 2021-10-01“…Yen-Ling Chiu,1– 3 Mao-Jhen Jhou,4 Tian-Shyug Lee,4,5 Chi-Jie Lu,4– 6 Ming-Shu Chen7 1Graduate Institue of Medicine and Graduate School of Biomedical Informatics, Yuan Ze University, Taoyuan, 32003, Taiwan, Republic of China; 2Graduate Institute of Clinical Medicine, National Taiwan University College of Medicine, Taipei, 10002, Taiwan, Republic of China; 3Department of Medical Research, Department of Medicine,Far Eastern Memorial Hospital, New Taipei, 22056, Taiwan, Republic of China; 4Graduate Institute of Business Administration, Fu Jen Catholic University, New Taipei, 242062, Taiwan, Republic of China; 5Artificial Intelligence Development Center, Fu Jen Catholic University, New Taipei City, 242062, Taiwan, Republic of China; 6Department of Information Management, Fu Jen Catholic University, New Taipei City, 242062, Taiwan, Republic of China; 7Department of Healthcare Administration,College of Healthcare and Management, Asia Eastern University of Science and Technology, New Taipei, 22061, Taiwan, Republic of ChinaCorrespondence: Chi-Jie Lu Fu Jen Catholic University, New Taipei 242062, Taiwan Email 059099@mail.fju.edu.twMing-Shu Chen Asia Eastern University of Science and Technology, TaiwanAsia Eastern University of Science and Technology, No.58, Sec. 2, Sichuan Rd, Pan-Chiao Dist., New Taipei, 22061, TaiwanEmail tree1013@gmail.comPurpose: As global aging progresses, the health management of chronic diseases has become an important issue of concern to governments. …”
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