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
  • [41] Using Machine Learning via Deep Learning Algorithms to Diagnose the Lung Disease Based on Chest Imaging: A Survey
    Ahmed S.T.
    Kadhem S.M.
    International Journal of Interactive Mobile Technologies, 2021, 15 (16): : 95 - 112
  • [42] Machine learning algorithm-based risk prediction model of coronary artery disease
    Shaik Mohammad Naushad
    Tajamul Hussain
    Bobbala Indumathi
    Khatoon Samreen
    Salman A. Alrokayan
    Vijay Kumar Kutala
    Molecular Biology Reports, 2018, 45 : 901 - 910
  • [43] Machine learning algorithm-based risk prediction model of coronary artery disease
    Naushad, Shaik Mohammad
    Hussain, Tajamul
    Indumathi, Bobbala
    Samreen, Khatoon
    Alrokayan, Salman A.
    Kutala, Vijay Kumar
    MOLECULAR BIOLOGY REPORTS, 2018, 45 (05) : 901 - 910
  • [44] Detection of coronary artery disease using machine learning algorithms
    Vashistha, Kriti
    Bokhare, Anuja
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2023, 43 (02) : 83 - 91
  • [45] Machine Learning to Differentiate Myocardial Infarction with Obstructive versus Non-Obstructive Coronary Artery Disease
    Patel, Shubh
    Deng, Jiawen
    Fung, Marinda
    Rubin, Barry
    Wang, Bo
    Anderson, Todd
    Subasri, Vallijah
    CIRCULATION, 2024, 150
  • [46] Evaluating the Coronary Artery Disease Consortium Model and the Coronary Artery Calcium Score in Predicting Obstructive Coronary Artery Disease in a Symptomatic Mixed Asian Cohort
    Baskaran, Lohendran
    Neo, Yu Pei
    Lee, Jing Kai
    Yoon, Yeonyee Elizabeth
    Jiang, Yilin
    Al'Aref, Subhi J.
    van Rosendael, Alexander R.
    Han, Donghee
    Lin, Fay Y.
    Nakanishi, Rine
    Horvat, Pal Maurovich
    Tan, Swee Yaw
    Villines, Todd C.
    Bittencourt, Marcio S.
    Shaw, Leslee J.
    JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2022, 11 (08):
  • [47] Screening for Coronary Artery Disease using CT Coronary Angiography, Coronary Artery Calcium Scoring and Myocardial Perfusion Imaging: A Review of Current Evidence of Potential Benefits and Risks
    Wong, Siong Sung
    Keng, Felix Yung Jih
    PROCEEDINGS OF SINGAPORE HEALTHCARE, 2011, 20 (04) : 254 - 262
  • [48] Advanced Machine-Learning Technologies for Coronary Artery Disease Prediction Using Heterogeneous Data
    Alqulaity, Malak
    Yang, Po
    2023 IEEE 22ND INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS, TRUSTCOM, BIGDATASE, CSE, EUC, ISCI 2023, 2024, : 54 - 61
  • [49] Machine and Deep Learning Based Clinical Decision Making for Coronary Artery Disease and Chatbot Tool
    Sim, Vincent Wei Jun
    Tan, Glades
    Zhong, Xinliu
    Chua, Terrance S. J.
    Wong, Jie Jun
    Yeo, Si Yong
    Koh, Angela S.
    2024 IEEE CONFERENCE ON ARTIFICIAL INTELLIGENCE, CAI 2024, 2024, : 890 - 893
  • [50] Machine learning aids clinical decision making in patients presenting with angina and non-obstructive coronary artery disease
    Ahmad, A.
    Cohen, M. Shelly
    Corban, M. T.
    Murphree, D. H., Jr.
    Toya, T.
    Sara, J. D.
    Ozcan, I.
    Lerman, L. O.
    Friedman, P. A.
    Attia, Z. I.
    Lerman, A.
    EUROPEAN HEART JOURNAL, 2021, 42 : 1162 - 1162
12345