Artificial Intelligence-Enabled Quantitative Coronary Plaque and Hemodynamic Analysis for Predicting Acute Coronary Syndrome.

Journal: JACC. Cardiovascular imaging
PMID:

Abstract

BACKGROUND: A lesion-level risk prediction for acute coronary syndrome (ACS) needs better characterization.

Authors

  • Bon-Kwon Koo
    Department of Medicine, Seoul National University Hospital, Seoul, South Korea.
  • Seokhun Yang
    Department of Internal Medicine (S.K., S.Y., J.-B.P., H.-K.K., Y.-J.K., D.-W.S., S.-P.L.), Seoul National University Hospital.
  • Jae Wook Jung
    Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul National University of College of Medicine, Seoul, South Korea.
  • Jinlong Zhang
    Tianjin Institute of Animal Sciences, Tianjin, China.
  • Keehwan Lee
    Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul National University of College of Medicine, Seoul, South Korea.
  • Doyeon Hwang
    Department of Internal Medicine and Cardiovascular Center, Seoul National University Hospital, Seoul National University of College of Medicine, Seoul, South Korea.
  • Kyu-Sun Lee
    Department of Cardiology, Eulji University Medical Center, Daejeon, South Korea.
  • Joon-Hyung Doh
    Inje University, Ilsan Paik Hospital, Gyeonggi-do, South Korea.
  • Chang-Wook Nam
    Cardiovascular Center, Keimyung University Dongsan Hospital, Daegu, Korea.
  • Tae Hyun Kim
    Center for Liver Cancer, National Cancer Center, 111 Jungbalsan-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do 410-769, Republic of Korea.
  • Eun-Seok Shin
    Department of Cardiology, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, South Korea.
  • Eun Ju Chun
    Department of Radiology, Seoul National University Bundang Hospital, Seoul, Republic of Korea.
  • Su-Yeon Choi
    Division of Cardiology, Seoul National University Healthcare System Gangnam Center, Seoul National University College of Medicine, Seoul, Republic of Korea.
  • Hyun Kuk Kim
    The Heart Center of Chonnam National University Hospital, 42 Jaebongro, Dong-gu, Gwangju 501-757, South Korea.
  • Young Joon Hong
    The Heart Center of Chonnam National University Hospital, 42 Jaebongro, Dong-gu, Gwangju 501-757, South Korea.
  • Hun-Jun Park
    Division of Cardiology, Department of Internal Medicine, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, South Korea.
  • Song-Yi Kim
    Department of Internal Medicine, Jeju National University Hospital, Jeju National University School of Medicine, Jeju, Republic of Korea.
  • Mirza Husic
    Department of Cardiology, Odense University Hospital, Svendborg, Denmark.
  • Jess Lambrechtsen
    Cardiology Research Department, Odense University Hospital, Baagøes Alle 15, 5700 Svendborg, Denmark.
  • Jesper M Jensen
    Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark.
  • Bjarne L Nørgaard
    Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark.
  • Daniele Andreini
    Division of Cardiology and Cardiac Imaging, IRCCS Ospedale Galeazzi - Sant'Ambrogio Milan, Italy.
  • Pál Maurovich-Horvat
    Philips Medical Systems Technologies Ltd., Advanced Technologies Center, Haifa, 3100202, Israel.
  • Béla Merkely
    From the MTA-SE Cardiovascular Imaging Research Group, Heart and Vascular Center, Semmelweis University, 68 Varosmajor St, 1122 Budapest, Hungary (M.K., J.K., B.M., P.M.H.); Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Mass (J.K., Y.K., A.I., M.T.L., B.F., H.J.A., U.H.); Center for Cause of Death Investigation, Faculty of Medicine, Hokkaido University, Hokkaido, Japan (Y.K.); Department for Diagnostic and Interventional Radiology, Medical Center-University of Freiburg, Freiburg, Germany (C.L.S.); and Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Harvard Medical School, Boston, Mass (H.J.A.).
  • Martin Penicka
    Cardiovascular Center Aalst, OLV Clinic, Aalst, Belgium (M.P., J.V., D.C.M., G.V.C.) martin.penicka@olvz-aalst.be.
  • Bernard De Bruyne
    Cardiovascular Center OLV Aalst, Belgium.
  • Abdul Ihdayhid
    Medical School, Faculty of Health and Medical Sciences, University of Western Australia, Perth, Australia; Harry Perkins Institute of Medical Research, Perth, Australia; Cardiology Department, Fiona Stanley Hospital, Perth, Australia.
  • Brian Ko
    Monash Cardiovascular Research Centre, Monash University and Monash Heart, Monash Health, Clayton, Victoria, Australia.
  • Georgios Tzimas
    Department of Medicine and Radiology, University of British Columbia, Vancouver, British Columbia, Canada.
  • Jonathon Leipsic
    Department of Radiology, University of British Columbia, Vancouver, BC, Canada.
  • Javier Sanz
    Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), Madrid, Spain; The Zena and Michael A. Wiener Cardiovascular Institute/Marie-Josée and Henry R. Kravis Center for Cardiovascular Health, Mount Sinai School of Medicine, New York, New York.
  • Mark G Rabbat
    Loyola University Medical Center, Maywood, IL, USA.
  • Farhan Katchi
    Department of Cardiology, Washington University School of Medicine in St. Louis, Missouri, USA.
  • Moneal Shah
    Department of Cardiology, Allegheny General Hospital, Pittsburgh, Pennsylvania, USA.
  • Nobuhiro Tanaka
    Department of Cardiology, Tokyo Medical University Hachioji Medical Center, Tokyo, Japan.
  • Ryo Nakazato
    Cardiovascular Center, Saint Luke's International Hospital, Chuo-ku, Tokyo, Japan.
  • Taku Asano
    Cardiovascular Center, St Luke's International Hospital, Tokyo, Japan.
  • Mitsuyasu Terashima
    Department of Cardiovascular Medicine, Toyohashi Heart Center, Aichi, Japan.
  • Hiroaki Takashima
    Department of Cardiology, Aichi Medical University, Nagakute, Japan.
  • Tetsuya Amano
    Department of Cardiology, Aichi Medical University Aichi, Japan.
  • Yoshihiro Sobue
    Department of Cardiovascular Medicine, Gifu Heart Center, Gifu, Japan.
  • Hitoshi Matsuo
    Department of Cardiovascular Medicine, Gifu Heart Center, Gifu, Japan.
  • Hiromasa Otake
    Division of Cardiovascular Medicine, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Japan.
  • Takashi Kubo
    Department of Cardiology, Tokyo Medical University Hachioji Medical Center, Tokyo, Japan.
  • Masahiro Takahata
    Department of Cardiovascular Medicine, Wakayama Medical University, Wakayama, Japan.
  • Takashi Akasaka
    Department of Cardiovascular Medicine, Wakayama Medical University, Wakayama, Japan.
  • Teruhito Kido
    Department of Radiology, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, 791-0295, Japan.
  • Teruhito Mochizuki
    Department of Radiology, Ehime University Graduate School of Medicine, Shitsukawa, Toon, Ehime, 791-0295, Japan.
  • Hiroyoshi Yokoi
    Cardiovascular Center, Fukuoka Sanno Hospital, Fukuoka, Japan.
  • Taichi Okonogi
    Cardiovascular Center, Shin-Koga Hospital, Kurume, Japan.
  • Tomohiro Kawasaki
    Department of Cardiology, Cardiovascular Center, Shin-Koga Hospital, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan.
  • Koichi Nakao
    Division of Cardiology, Saiseikai Kumamoto Hospital Cardiovascular Center, Kumamoto, Japan.
  • Tomohiro Sakamoto
    Division of Cardiology, Saiseikai Kumamoto Hospital Cardiovascular Center, Kumamoto, Japan.
  • Taishi Yonetsu
    Department of Cardiovascular Medicine, Tokyo Medical and Dental University, Tokyo, Japan.
  • Tsunekazu Kakuta
    Division of Cardiovascular Medicine, Tsuchiura Kyodo General Hospital, Ibaraki, Japan. kaz@joy.email.ne.jp.
  • Yohei Yamauchi
    School of Cellular and Molecular Medicine, University of Bristol, BS8 1TD University Walk, Bristol, UK.
  • Jeroen J Bax
    Departments of Cardiology, Heart Lung Centre, Leiden University Medical Center, Leiden, The Netherlands.
  • Leslee J Shaw
    Division of Cardiology, Emory University School of Medicine, Atlanta, GA, USA.
  • Peter H Stone
    Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America.
  • Jagat Narula