Relationship of age, atherosclerosis and angiographic stenosis using artificial intelligence.

Journal: Open heart
Published Date:

Abstract

OBJECTIVE: The study evaluates the relationship of coronary stenosis, atherosclerotic plaque characteristics (APCs) and age using artificial intelligence enabled quantitative coronary computed tomographic angiography (AI-QCT).

Authors

  • Rebecca Jonas
    Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA.
  • James Earls
    Department of Radiology, George Washington University Hospital, 900 23rd St NW, Washington, DC, 20037, USA.
  • Hugo Marques
    UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal.
  • Hyuk-Jae Chang
    Department of Cardiology, Yonsei University College of Medicine, Seoul, Republic Of Korea.
  • Jung Hyun Choi
    Pusan University Hospital, Busan, South Korea.
  • Joon-Hyung Doh
    Inje University, Ilsan Paik Hospital, Gyeonggi-do, South Korea.
  • Ae-Young Her
    Kangwon National University Hospital, Gangwon-do, South Korea.
  • Bon Kwon Koo
    Department of Internal Medicine, Seoul National University Hospital, Jongno-gu, Seoul, Korea.
  • Chang-Wook Nam
    Cardiovascular Center, Keimyung University Dongsan Hospital, Daegu, Korea.
  • Hyung-Bok Park
    Myongji Hospital, Seonam University College of Medicine, Gyeonggi-do, South Korea.
  • Sanghoon Shin
    Division of Cardiology, Department of Internal Medicine, Ewha Womans University Seoul Hospital, Seoul, Korea.
  • Jason Cole
    Cardiology Associates of Mobile, Mobile, Alabama, United States of America.
  • Alessia Gimelli
    Department of Imaging, Fondazione Toscana Gabriele Monasterio, Pisa, Italy.
  • Muhammad Akram Khan
    Cardiac Center of Texas, McKinney, Texas, USA.
  • Bin Lu
    Department of Endocrinology and Metabolism, Huadong Hospital, Fudan University, Shanghai, China.
  • Yang Gao
    State Key Laboratory of Bioactive Substance and Function of Natural Medicines, Institute of Materia Medica, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100050, China.
  • Faisal Nabi
    Houston Methodist Hospital, Houston, Texas, USA.
  • Ryo Nakazato
    Cardiovascular Center, Saint Luke's International Hospital, Chuo-ku, Tokyo, Japan.
  • U Joseph Schoepf
    Division of Cardiovascular Imaging, Department of Radiology and Radiological Science, Medical University of South Carolina, Ashley River Tower, 25 Courtenay Dr, Charleston, SC 29425-2260 (S.S.M., D.M., M.v.A., C.N.D.C., R.R.B., C.T., A.V.S., A.M.F., B.E.J., L.P.G., U.J.S.); Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Frankfurt, Germany (S.S.M., T.J.V.); Stanford University School of Medicine, Department of Radiology, Stanford, Calif (D.M.); Division of Cardiothoracic Imaging, Nuclear Medicine and Molecular Imaging, Department of Radiology and Imaging Sciences, Emory University, Atlanta, Ga (C.N.D.C.); Division of Cardiology, Department of Medicine, Medical University of South Carolina, Charleston, SC (R.R.B.); Department of Cardiology and Intensive Care Medicine, Heart Center Munich-Bogenhausen, Munich, Germany (C.T.); Department of Cardiology, Munich University Clinic, Ludwig-Maximilians-University, Munich, Germany (C.T.); Siemens Medical Solutions USA, Malvern, Pa (P.S.); and Department of Emergency Medicine, Medical University of South Carolina, Charleston, SC (A.J.M.).
  • Roel S Driessen
    VU University Medical Centre Amsterdam, Amsterdam, Noord-Holland, Netherlands.
  • Michiel J Bom
    Department of Cardiology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands.
  • Randall C Thompson
    Saint Luke's Mid America Heart Institute, Kansas City, Missouri, USA.
  • James J Jang
    Cardiology, Kaiser Permanente, San Jose, California, USA.
  • Michael Ridner
    Heart Center Research, Huntsville, Alabama, USA.
  • Chris Rowan
    Renown Health, Reno, Nevada, USA.
  • Erick Avelar
    Oconee Heart and Vascular Center, Saint Marys Medical Group, Athens, Georgia, USA.
  • Philippe Généreux
    Division of Cardiology, Hopital du Sacre-Coeur de Montreal, Montreal, Québec, Canada.
  • Paul Knaapen
    Department of Cardiology, VU University Medical Center, Amsterdam, the Netherlands.
  • Guus A de Waard
    Department of Cardiology, VU University Medical Center, Amsterdam, the Netherlands.
  • Gianluca Pontone
    Department of Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy.
  • Daniele Andreini
    Division of Cardiology and Cardiac Imaging, IRCCS Ospedale Galeazzi - Sant'Ambrogio Milan, Italy.
  • Mouaz H Al-Mallah
    Division of Cardiovascular Medicine, Henry Ford Hospital, Detroit, Michigan; King Saud bin Abdulaziz University for Health Sciences, King Abdullah International Medical Research Center, King AbdulAziz Cardiac Center, Ministry of National Guard, Health Affairs, Riyadh, Saudi Arabia. Electronic address: mouaz74@gmail.com.
  • Robert Jennings
    Cleerly Health, New York, New York, USA.
  • Tami R Crabtree
    Cleerly Health, New York, New York, USA.
  • Todd C Villines
    Cardiology Service, Walter Reed National Military Center, Bethesda, MD, USA.
  • James K Min
    3 Department of Radiology, Weill Cornell Medicine , New York, New York.
  • Andrew D Choi
    Division of Cardiology and Department of Radiology, The George Washington University School of Medicine and Health Sciences, Washington, District of Columbia, USA adchoi@mfa.gwu.edu.