The application of artificial intelligence in nuclear cardiology

被引:10
|
作者
Otaki, Yuka [1 ,2 ]
Miller, Robert J. H. [2 ,3 ]
Slomka, Piotr J. [2 ]
机构
[1] Sakakibara Heart Inst, Dept Radiol, 3-6-1 Asahicho, Fuchu, Tokyo, Japan
[2] Cedars Sinai Med Ctr, Div Nucl Med, Dept Imaging & Med, Los Angeles, CA 90048 USA
[3] Univ Calgary, Dept Cardiac Sci, Calgary, AB, Canada
关键词
Artificial intelligence; Machine learning; Deep learning; Nuclear cardiology; SPECT; MYOCARDIAL-PERFUSION SPECT; INCREMENTAL PROGNOSTIC VALUE; TRANSIENT ISCHEMIC DILATION; CORONARY-ARTERY-DISEASE; PREDICTION; RISK; REVASCULARIZATION;
D O I
10.1007/s12149-021-01708-2
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
A decade of unprecedented progress in artificial intelligence (AI) has demonstrated a lot of interest in medical imaging research including nuclear cardiology. AI has a potential to reduce cost, save time and improve image acquisition, interpretation, and decision-making. This review summarizes recent researches and potential applications of AI in nuclear cardiology and discusses the pitfall of AI.
引用
收藏
页码:111 / 122
页数:12
相关论文
共 50 条
  • [1] The application of artificial intelligence in nuclear cardiology
    Yuka Otaki
    Robert J. H. Miller
    Piotr J. Slomka
    Annals of Nuclear Medicine, 2022, 36 : 111 - 122
  • [2] Artificial Intelligence in Nuclear Cardiology
    Gomez, Javier
    Doukky, Rami
    JOURNAL OF NUCLEAR MEDICINE, 2019, 60 (08) : 1042 - 1043
  • [3] Artificial Intelligence in Nuclear Cardiology
    Miller, Robert J. H.
    CARDIOLOGY CLINICS, 2023, 41 (02) : 151 - 161
  • [4] Review of Artificial Intelligence Application in Cardiology
    Seckanovic, Almina
    Sehovac, Marijana
    Spahic, Lemana
    Ramic, Irma
    Mamatnazarova, Nuraiym
    Pokvic, Lejla Gurbeta
    Badnjevic, Almir
    Kacila, Mirsad
    2020 9TH MEDITERRANEAN CONFERENCE ON EMBEDDED COMPUTING (MECO), 2020, : 763 - 767
  • [5] Preparing for the Artificial Intelligence Revolution in Nuclear Cardiology
    Garcia, Ernest, V
    Piccinelli, Marina
    NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2023, 57 (02) : 51 - 60
  • [6] Preparing for the Artificial Intelligence Revolution in Nuclear Cardiology
    Ernest V. Garcia
    Marina Piccinelli
    Nuclear Medicine and Molecular Imaging, 2023, 57 : 51 - 60
  • [7] Application of Artificial Intelligence in Cardiology: A Bibliometric Analysis
    Sidik, Abubakar I.
    Komarov, Roman N.
    Gawusu, Sidique
    Moomin, Aliu
    Al-Ariki, Malik K.
    Elias, Marina
    Sobolev, Dmitriy
    Karpenko, Ivan G.
    Esion, Grigorii
    Akambase, Jonas
    Dontsov, Vladislav V.
    Shafii, Mohammad
    Ahlam, Derrar
    Arzouni, Naya W.
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2024, 16 (08)
  • [8] Artificial Intelligence in Nuclear Cardiology: An Update and Future Trends
    Miller, Robert J. H.
    Slomka, Piotr J.
    SEMINARS IN NUCLEAR MEDICINE, 2024, 54 (05) : 648 - 657
  • [9] Artificial Intelligence in Nuclear Cardiology: Adding Value to Prognostication
    Karthik Seetharam
    Sirish Shresthra
    James D. Mills
    Partho P. Sengupta
    Current Cardiovascular Imaging Reports, 2019, 12
  • [10] Artificial Intelligence in Nuclear Cardiology: Adding Value to Prognostication
    Seetharam, Karthik
    Shresthra, Sirish
    Mills, James D.
    Sengupta, Partho P.
    CURRENT CARDIOVASCULAR IMAGING REPORTS, 2019, 12 (05)