Four-Channel ECG as a Single Source for Early Diagnosis of Cardiac Hypertrophy and Dilation — A Deep Learning Approach

  • Zhu, Hongling M.D., Ph.D.
  • Jiang, Yinuo B.Eng.
  • Cheng, Cheng Ph.D.
  • Wang, Jingyi B.S.
  • Zhu, Linghao B.Eng.
  • Chen, Xia B.S.
  • Feng, Kuan
  • Liu, Yujian M.D., Ph.D.
  • Zhang, Longjianjie B.Eng.
  • Luo, Qiushi M.S.
  • He, Xin M.A.
  • Ruan, Chen B.S.
  • Zhang, Heng M.S.
  • Tian, Jurong M.S.
  • Wang, Chunyan B.S.
  • Zou, Yawen B.S.
  • Du, Hao M.D., Ph.D.
  • Tang, Zhouping M.D., Ph.D.
  • Song, Haitao Ph.D.
  • Wan, Guohua Ph.D.
  • Zeng, Hesong M.D., Ph.D.
  • Yuan, Ye Ph.D.
  • Yang, Xiaoyun M.D., Ph.D.

  • 1Division of Cardiology, Department of Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China

    2School of Artificial Intelligence and Automation, Ministry of Education Key Lab of Intelligent Control and Image Processing, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China

    3Cardiac Function Department, Department of Internal Medicine, The First People’s Hospital of Jiangxia District, Wuhan, Hubei 430200, China

    4School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China

    5Department of Ophthalmology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China

    6Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China

    7Shanghai Artificial Intelligence Research Institute, Shanghai Jiao Tong University, Shanghai 200240, China

    8Antai College of Economics and Management, Shanghai Jiao Tong University, Shanghai 200240, China

Dr. Xiaoyun Yang can be contacted at [email protected]. Professor Ye Yuan can be contacted at [email protected].

Dr. Zhu, Ms. Jiang, and Dr. Cheng contributed equally to this article.

Accepted August 01, 2024

NEJM AI 1(10), September 26, 2024. | DOI: 10.1056/AIoa2300297
Copyright © 2024 Massachusetts Medical Society. All rights reserved.
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