Artificial intelligence in cardiology: Relevance, current applications, and future developments

被引:5
|
作者
Zippel-Schultz B. [1 ]
Schultz C. [2 ]
Müller-Wieland D. [3 ]
Remppis A.B. [4 ]
Stockburger M. [5 ]
Perings C. [6 ]
Helms T.M. [7 ,8 ]
机构
[1] Deutsche Stiftung für chronisch Kranke, Berlin
[2] Lehrstuhl für Technologiemanagement, Christian-Albrechts-Universität zu Kiel, Kiel
[3] Medizinische Klinik I – Kardiologie, Angiologie und Internistische Intensivmedizin, Uniklinik RWTH Aachen, Aachen
[4] Klinik für Kardiologie, Herz- und Gefässzentrum Bad Bevensen, Bad Bevensen
[5] Medizinische Klinik Nauen, Schwerpunkt Kardiologie, Havelland Kliniken, Nauen
[6] Medizinische Klinik 1, St.-Marien-Hospital Lünen, Lünen
[7] Deutsche Stiftung für chronisch Kranke, Fürth
[8] Peri Cor Arbeitsgruppe Kardiologie/Ass. UCSF, Hamburg
关键词
Acceptance; Big data; Decision-making support; Risk assessment; Self-management;
D O I
10.1007/s00399-020-00735-2
中图分类号
学科分类号
摘要
Big data and applications of artificial intelligence (AI), such as machine learning or deep learning, will enrich healthcare in the future and become increasingly important. Among other things, they have the potential to avoid unnecessary examinations as well as diagnostic and therapeutic errors. They could enable improved, early and accelerated decision-making. In the article, the authors provide an overview of current AI-based applications in cardiology. The examples describe innovative solutions for risk assessment, diagnosis and therapy support up to patient self-management. Big data and AI serve as a basis for efficient, predictive, preventive and personalised medicine. However, the examples also show that research is needed to further develop the solutions for the benefit of the patient and the medical profession, to demonstrate the effectiveness and benefits in health care and to establish legal and ethical standards. © 2021, Springer Medizin Verlag GmbH, ein Teil von Springer Nature.
引用
收藏
页码:89 / 98
页数:9
相关论文
共 50 条
  • [1] The Emergence of Artificial Intelligence in Cardiology: Current and Future Applications
    Kulkarni, Prashanth
    Mahadevappa, Manjappa
    Chilakamarri, Srikar
    CURRENT CARDIOLOGY REVIEWS, 2022, 18 (03)
  • [2] ARTIFICIAL INTELLIGENCE THE FUTURE OF CARDIOLOGY
    Ashraf, Tariq
    Sultana, Raffat
    PAKISTAN HEART JOURNAL, 2024, 57 (02): : 77 - 78
  • [3] Current status and future directions in artificial intelligence for nuclear cardiology
    Miller, Robert J. H.
    Slomka, Piotr J.
    EXPERT REVIEW OF CARDIOVASCULAR THERAPY, 2024, 22 (08) : 367 - 378
  • [4] Artificial intelligence: the future for cardiology
    Miyazawa, Alejandra Andrea
    HEART, 2019, 105 (15) : 1214 - 1214
  • [5] Artificial Intelligence: Evolution, Developments, Applications, and Future Scope
    Raj, Ravi
    Kos, Andrzej
    PRZEGLAD ELEKTROTECHNICZNY, 2023, 99 (02): : 1 - 13
  • [6] Applications of Artificial Intelligence in Cardiology. The Future is Already Here
    Ignacio Dorado-Diaz, P.
    Sampedro-Gomez, Jesus
    Vicente-Palacios, Victor
    Sanchez, Pedro L.
    REVISTA ESPANOLA DE CARDIOLOGIA, 2019, 72 (12): : 1065 - 1075
  • [7] Artificial intelligence in plastic surgery: current developments and future perspectives
    Qin, Feng
    Gu, Jianying
    PLASTIC AND AESTHETIC RESEARCH, 2023, 10
  • [8] Current Developments of Artificial Intelligence in Digital Pathology and Its Future Clinical Applications in Gastrointestinal Cancers
    Wong, Alex Ngai Nick
    He, Zebang
    Leung, Ka Long
    To, Curtis Chun Kit
    Wong, Chun Yin
    Wong, Sze Chuen Cesar
    Yoo, Jung Sun
    Chan, Cheong Kin Ronald
    Chan, Angela Zaneta
    Lacambra, Maribel D.
    Yeung, Martin Ho Yin
    CANCERS, 2022, 14 (15)
  • [9] Artificial Intelligence in Endodontics: Current Applications and Future Directions
    Aminoshariae, Anita
    Kulild, Jim
    Nagendrababu, Venkateshbabu
    JOURNAL OF ENDODONTICS, 2021, 47 (09) : 1352 - 1357
  • [10] Artificial intelligence in oncology: current applications and future perspectives
    Luchini, Claudio
    Pea, Antonio
    Scarpa, Aldo
    BRITISH JOURNAL OF CANCER, 2022, 126 (01) : 4 - 9