Machine learning based model to diagnose obstructive coronary artery disease using calcium scoring, PET imaging, and clinical data

被引：0
|
作者：
J. A. van Dalen
S. S. Koenders
R. J. Metselaar
B. N. Vendel
D. J. Slotman
M. Mouden
C. H. Slump
J. D. van Dijk
机构：
[1] Isala Hospital,Department of Medical Physics
[2] Isala Hospital,Department of Nuclear Medicine
[3] Isala Hospital,Department of Radiology
[4] Isala Hospital,Department of Cardiology
[5] University of Twente,Technical Medical Centre
来源：
Journal of Nuclear Cardiology | 2023年 / 30卷
关键词：
Machine learning; PET myocardial perfusion imaging; Coronary artery disease;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1504 / 1513
页数：9
相关论文
共 50 条
  • [1] Machine learning based model to diagnose obstructive coronary artery disease using calcium scoring, PET imaging, and clinical data
    van Dalen, J. A.
    Koenders, S. S.
    Metselaar, R. J.
    Vendel, B. N.
    Slotman, D. J.
    Mouden, M.
    Slump, C. H.
    van Dijk, J. D.
    JOURNAL OF NUCLEAR CARDIOLOGY, 2023, 30 (04) : 1504 - 1513
  • [2] Machine learning to diagnose obstructive coronary artery disease using calcium scoring, PET imaging and clinical data
    Koenders, S.
    Van Dalen, J. A.
    Metselaar, R. J.
    Vendel, B.
    Slotman, D. J.
    Mouden, M.
    Slump, C. H.
    Van Dijk, J. D.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 49 (SUPPL 1) : S243 - S243
  • [3] Machine Learning-based Algorithm Enables the Exclusion of Obstructive Coronary Artery Disease in the Patients Who Underwent Coronary Artery Calcium Scoring
    Glowacki, Jan
    Krysinski, Mateusz
    Czaja-Ziolkowska, Monika
    Wasilewski, Jaroslaw
    ACADEMIC RADIOLOGY, 2020, 27 (10) : 1416 - 1421
  • [4] Machine Learning and Coronary Artery Calcium Scoring
    Lee, Heon
    Martin, Simon
    Burt, Jeremy R.
    Bagherzadeh, Pooyan Sahbaee
    Rapaka, Saikiran
    Gray, Hunter N.
    Leonard, Tyler J.
    Schwemmer, Chris
    Schoepf, U. Joseph
    CURRENT CARDIOLOGY REPORTS, 2020, 22 (09)
  • [5] Machine Learning and Coronary Artery Calcium Scoring
    Heon Lee
    Simon Martin
    Jeremy R. Burt
    Pooyan Sahbaee Bagherzadeh
    Saikiran Rapaka
    Hunter N. Gray
    Tyler J. Leonard
    Chris Schwemmer
    U. Joseph Schoepf
    Current Cardiology Reports, 2020, 22
  • [6] Machine learning of clinical variables and coronary artery calcium scoring for the prediction of obstructive coronary artery disease on coronary computed tomography angiography: analysis from the CONFIRM registry
    Al'Arefilb, Subhi J.
    Maliakal, Gabriel
    Singh, Gurpreet
    van Rosendael, Alexander R.
    Ma, Xiaoyue
    Xu, Zhuoran
    Alawamlh, Omar Al Hussein
    Lee, Benjamin
    Pandey, Mohit
    Achenbach, Stephan
    Al-Mallah, Mouaz H.
    Andreini, Daniele
    Bax, Jeroen J.
    Berman, Daniel S.
    Budoff, Matthew J.
    Cademartiri, Filippo
    Canister, Tracy Q.
    Chang, Hyuk-Jae
    Chinnaiyan, Kavitha
    Chow, Benjamin J. W.
    Cury, Ricardo C.
    DeLago, Augustin
    Feuchtner, Gudrun
    Hadamitzky, Martin
    Hausleiter, Joerg
    Kaufmann, Philipp A.
    Kim, Yong-Jin
    Leipsic, Jonathon A.
    Maffei, Erica
    Marques, Hugo
    Goncalves, Pedro de Araujo
    Pontone, Gianluca
    Raff, Gilbert L.
    Rubinshtein, Ronen
    Villines, Todd C.
    Gransar, Heidi
    Lu, Yao
    Jones, Erica C.
    Pena, Jessica M.
    Lin, Fay Y.
    Min, James K.
    Shaw, Leslee J.
    EUROPEAN HEART JOURNAL, 2020, 41 (03) : 359 - 367
  • [7] Machine Learning Coronary Artery Disease Prediction Based on Imaging and Non-Imaging Data
    Kigka, Vassiliki I.
    Georga, Eleni
    Tsakanikas, Vassilis
    Kyriakidis, Savvas
    Tsompou, Panagiota
    Siogkas, Panagiotis
    Michalis, Lampros K.
    Naka, Katerina K.
    Neglia, Danilo
    Rocchiccioli, Silvia
    Pelosi, Gualtiero
    Fotiadis, Dimitrios I.
    Sakellarios, Antonis
    DIAGNOSTICS, 2022, 12 (06)
  • [8] Predictive value of machine learning algorithm of coronary artery calcium score and clinical factors for obstructive coronary artery disease in hypertensive patients
    Minxian Wang
    Mengting Sun
    Yao Yu
    Xinsheng Li
    Yongkui Ren
    Da Yin
    BMC Medical Informatics and Decision Making, 23
  • [9] Predictive value of machine learning algorithm of coronary artery calcium score and clinical factors for obstructive coronary artery disease in hypertensive patients
    Wang, Minxian
    Sun, Mengting
    Yu, Yao
    Li, Xinsheng
    Ren, Yongkui
    Yin, Da
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 23 (01)
  • [10] Scoring of Coronary Artery Disease Characteristics on Coronary CT Angiograms by Using Machine Learning
    Johnson, Kevin M.
    Johnson, Hilary E.
    Zhao, Yang
    Dowe, David A.
    Staib, Lawrence H.
    RADIOLOGY, 2019, 292 (02) : 354 - 362
12345