Deep Learning Algorithm of 12-Lead Electrocardiogram for Parkinson Disease Screening.

Journal: Journal of Parkinson's disease
Published Date: Jan 1, 2023

Abstract

BACKGROUND: Although idiopathic Parkinson's disease (IPD) is increasing with the aging population, there is no adequate screening test for early diagnosis of IPD. Cardiac autonomic dysfunction begins in the early stages of IPD, and an electrocardiogram (ECG) contains precise information on the heart.

Authors

  • Hakje Yoo
    Korea University Research Institute for Medical Bigdata Science, Korea University College of Medicine, Seoul, Republic of Korea.
  • Se Hwa Chung
    Department of Biostatistics, Korea University College of Medicine, Seoul, Republic of Korea.
  • Chan-Nyoung Lee
    Department of Neurology, Korea University Anam Hospital, Seoul, Republic of Korea.
  • Hyung Joon Joo
    Department of Radiology (J.Y.L., Y.W.O., S.H.H.) and Division of Cardiology, Department of Internal Medicine (D.S.L., C.W.Y., J.H.P., H.J.J.), Korea University Anam Hospital, 73 Inchon-ro, Seongbuk-gu, Seoul 02841, Republic of Korea; Department of Radiology, Korea University Guro Hospital, Seoul, Republic of Korea (H.S.Y., E.Y.K.); and Department of Radiology, Korea University Ansan Hospital, Ansan, Republic of Korea (C.K., K.Y.L.).

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