Comparative Evaluation of Pre-Test Probability Models for Coronary Artery Disease with Assessment of a New Machine Learning-Based Model.

Journal: Yonsei medical journal
PMID:

Abstract

PURPOSE: This study aimed to validate pivotal pre-test probability (PTP)-coronary artery disease (CAD) models (CAD consortium model and IJC-CAD model).

Authors

  • Kyung-A Kim
    Department of Orthodontics, School of Dentistry, Kyung Hee University, Seoul, Republic of Korea.
  • Min Soo Kang
    Department of Medical Artificial Intelligence, Eulji University, Seongnam, Korea.
  • Byoung Geol Choi
    Research Institute of Health Sciences, Korea University College of Health Science, Seoul, Korea.
  • Ji Hun Ahn
    Division of Cardiology, Eulji University Hospital, Eulji University School of Medicine, Daejeon, Korea.
  • Wonho Kim
    Division of Cardiology, Eulji University Hospital, Eulji University School of Medicine, Daejeon, Korea. cardiokwh@gmail.com.
  • Myung-Ae Chung
    Department of Big Data Medical Convergence, Eulji University, Seongnam, Korea. machung@eulji.ac.kr.