Machine Learning in Cardiovascular Imaging: A Scoping Review of Published Literature

被引:0
|
作者
Pouria Rouzrokh
Bardia Khosravi
Sanaz Vahdati
Mana Moassefi
Shahriar Faghani
Elham Mahmoudi
Hamid Chalian
Bradley J. Erickson
机构
[1] Mayo Clinic,Artificial Intelligence Laboratory
[2] Mayo Clinic,Radiology Informatics Laboratory, Department of Radiology
[3] University of Washington,Department of Radiology, Cardiothoracic Imaging
来源
Current Radiology Reports | 2023年 / 11卷
关键词
Scoping review; Cardiovascular imaging; Artificial intelligence; Machine learning; Deep learning; Radiology; Cardiology;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:34 / 45
页数:11
相关论文
共 50 条
  • [1] Machine Learning in Cardiovascular Imaging: A Scoping Review of Published Literature
    Rouzrokh, Pouria
    Khosravi, Bardia
    Vahdati, Sanaz
    Moassefi, Mana
    Faghani, Shahriar
    Mahmoudi, Elham
    Chalian, Hamid
    Erickson, Bradley J.
    CURRENT RADIOLOGY REPORTS, 2023, 11 (02) : 34 - 45
  • [2] Machine Learning and Deep Learning in Cardiothoracic Imaging: A Scoping Review
    Khosravi, Bardia
    Rouzrokh, Pouria
    Faghani, Shahriar
    Moassefi, Mana
    Vahdati, Sanaz
    Mahmoudi, Elham
    Chalian, Hamid
    Erickson, Bradley J.
    DIAGNOSTICS, 2022, 12 (10)
  • [3] Literature on Applied Machine Learning in Metagenomic Classification: A Scoping Review
    Tonkovic, Petar
    Kalajdziski, Slobodan
    Zdravevski, Eftim
    Lameski, Petre
    Corizzo, Roberto
    Pires, Ivan Miguel
    Garcia, Nuno M.
    Loncar-Turukalo, Tatjana
    Trajkovik, Vladimir
    BIOLOGY-BASEL, 2020, 9 (12): : 1 - 25
  • [4] A scoping review of published literature on chikungunya virus
    Mascarenhas, Mariola
    Garasia, Sophiya
    Berthiaume, Philippe
    Corrin, Tricia
    Greig, Judy
    Ng, Victoria
    Young, Ian
    Waddell, Lisa
    PLOS ONE, 2018, 13 (11):
  • [5] The application of machine learning to imaging in hematological oncology: A scoping review
    Kotsyfakis, Stylianos
    Iliaki-Giannakoudaki, Evangelia
    Anagnostopoulos, Antonios
    Papadokostaki, Eleni
    Giannakoudakis, Konstantinos
    Goumenakis, Michail
    Kotsyfakis, Michail
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [6] Application of machine learning in predicting hospital readmissions: a scoping review of the literature
    Huang, Yinan
    Talwar, Ashna
    Chatterjee, Satabdi
    Aparasu, Rajender R.
    BMC MEDICAL RESEARCH METHODOLOGY, 2021, 21 (01)
  • [7] Application of machine learning in predicting hospital readmissions: a scoping review of the literature
    Yinan Huang
    Ashna Talwar
    Satabdi Chatterjee
    Rajender R. Aparasu
    BMC Medical Research Methodology, 21
  • [8] A Scoping Review of the Use of Blockchain and Machine Learning in Medical Imaging Applications
    Pavao, Joao
    Bastardo, Rute
    Rocha, Nelson Pacheco
    GOOD PRACTICES AND NEW PERSPECTIVES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2, WORLDCIST 2024, 2024, 986 : 107 - 117
  • [9] A Scoping Review of Machine-Learning Derived Radiomic Analysis of CT and PET Imaging to Investigate Atherosclerotic Cardiovascular Disease
    Badesha, Arshpreet Singh
    Frood, Russell
    Bailey, Marc A.
    Coughlin, Patrick M.
    Scarsbrook, Andrew F.
    TOMOGRAPHY, 2024, 10 (09) : 1455 - 1487
  • [10] A scoping review of asthma and machine learning
    Khanam, Ulfat A.
    Gao, Zhiwei
    Adamko, Darryl
    Kusalik, Anthony
    Rennie, Donna C.
    Goodridge, Donna
    Chu, Luan
    Lawson, Joshua A.
    JOURNAL OF ASTHMA, 2023, 60 (02) : 213 - 226