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Risk factors based vessel-specific prediction for stages of coronary artery disease using Bayesian quantile regression machine learning method: Results from the PARADIGM registry.

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作者单位: CONNECT-AI Research Center, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea. [1] Department of Cardiology, Catholic Kwandong University International St. Mary's Hospital, Incheon, South Korea. [2] Brain Korea 21 PLUS Project for Medical Science, Yonsei University, Seoul, South Korea. [3] Department of Mathematical Sciences, Seoul National University, Seoul, South Korea. [4] MetaEyes, Seoul, South Korea. [5] Department of Cardiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea. [6] Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York City, New York, USA. [7] Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany. [8] Division of Cardiology, Seoul National University College of Medicine, Cardiovascular Center, Seoul National University Hospital, Seoul, South Korea. [9] Centro Cardiologico Monzino, IRCCS, Milan, Italy. [10] Department of Medicine, Lundquist Institute at Harbor UCLA Medical Center, Torrance, California, USA. [11] Department of Radiology, Casa de Saude São Jose, Rio de Janeiro, Brazil. [12] Seoul National University Bundang Hospital, Sungnam, South Korea. [13] Department of Radiology, Fondazione Monasterio/CNR, Pisa, Italy. [14] Unit of Cardiovascular Imaging, Hospital da Luz, Catolica Medical School, Lisbon, Portugal. [15] Nova Medical School, Lisbon, Portugal. [16] Department of Medicine and Radiology, University of British Columbia, Vancouver, British Columbia, Canada. [17] Department of Cardiology, Ewha Womans University Seoul Hospital, Seoul, South Korea. [18] Department of Cardiology, Pusan University Hospital, Busan, South Korea. [19] Department of Pathology, CVPath Institute, Gaithersburg, Maryland, USA. [20] Department of Cardiology, Georgia Heart Institute, Northeast Georgia Health System, Georgia, USA. [21] Department of Cardiology, William Beaumont Hospital, Royal Oak, Michigan, USA. [22] Department of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA. [23] Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, California, USA. [24] Icahn School of Medicine at Mount Sinai, Mount Sinai Heart, Zena and Michael A. Wiener Cardiovascular Institute, and Marie-Josée and Henry R. Kravis Center for Cardiovascular Health, New York City, New York, USA. [25] Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands. [26] Department of Cardiology, Severance Cardiovascular Hospital, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea. [27]
DOI 10.1002/clc.23964
PMID 36691990
发布时间 2023-09-11
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