Artificial Intelligence (AI) and Cardiovascular Diseases: An Unexpected Alliance

被引:47
|
作者
Romiti, Silvia [1 ]
Vinciguerra, Mattia [1 ]
Saade, Wael [1 ]
Anso Cortajarena, Inaki [2 ]
Greco, Ernesto [1 ]
机构
[1] Sapienza Univ Rome, Dept Clin Internal Med Anaesthesiol & Cardiovasc, Rome, Italy
[2] Financial Advisory M&A Transact Serv Deloitte, MBA IESE, Barcelona, Spain
关键词
CORONARY-ARTERY-DISEASE; HEART-FAILURE; CT ANGIOGRAPHY; BIG DATA; HEALTH; CLASSIFICATION; DIAGNOSIS; SEGMENTATION; TECHNOLOGY; PREDICTION;
D O I
10.1155/2020/4972346
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Cardiovascular disease (CVD), despite the significant advances in the diagnosis and treatments, still represents the leading cause of morbidity and mortality worldwide. In order to improve and optimize CVD outcomes, artificial intelligence techniques have the potential to radically change the way we practice cardiology, especially in imaging, offering us novel tools to interpret data and make clinical decisions. AI techniques such as machine learning and deep learning can also improve medical knowledge due to the increase of the volume and complexity of the data, unlocking clinically relevant information. Likewise, the use of emerging communication and information technologies is becoming pivotal to create a pervasive healthcare service through which elderly and chronic disease patients can receive medical care at their home, reducing hospitalizations and improving quality of life. The aim of this review is to describe the contemporary state of artificial intelligence and digital health applied to cardiovascular medicine as well as to provide physicians with their potential not only in cardiac imaging but most of all in clinical practice.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] Artificial intelligence (AI) for quantum and quantum for AI
    Zhu, Yingzhao
    Yu, Kefeng
    OPTICAL AND QUANTUM ELECTRONICS, 2023, 55 (08)
  • [22] AI (anthropological inquiry) on AI (artificial intelligence)
    Bekerman, Zvi
    RED-REVISTA DE EDUCACION A DISTANCIA, 2024, 24 (78):
  • [23] Artificial Intelligence (AI) in Healthcare
    Besch, Christian
    ZEITSCHRIFT FUR PALLIATIVMEDIZIN, 2020, 21 (04): : 146 - 147
  • [24] How will artificial intelligence transform cardiovascular computed tomography? A conversation with an AI model
    Williams, Michelle C.
    Shambrook, James
    JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY, 2023, 17 (04) : 281 - 283
  • [25] AI IN BARIATRICS Artificial intelligence
    Puranik, A.
    OBESITY SURGERY, 2022, 32 (SUPPL 2) : 43 - 43
  • [26] AAC and Artificial Intelligence (AI)
    Sennott, Samuel C.
    Akagi, Linda
    Lee, Mary
    Rhodes, Anthony
    TOPICS IN LANGUAGE DISORDERS, 2019, 39 (04) : 389 - 403
  • [27] Artificial Intelligence (AI) in Sports
    Ratiu, Ioan Gheorghe
    Badau, Dana
    Carstea, Claudia Georgeta
    Badau, Adela
    Paraschiv, Florin
    PROCEEDINGS OF THE 9TH WSEAS INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, KNOWLEDGE ENGINEERING AND DATA BASES, 2010, : 93 - 97
  • [28] ARTIFICIAL INTELLIGENCE (AI) INFUSED COW NECKLACE - FOR DIAGNOSIS OF BOVINE RESPIRATORY DISEASES
    Vuppalapati, Chandrasekar
    Vuppalapati, Rajasekar
    Kedari, Sharat
    Ilapakurti, Anitha
    Ramalingam, Archana
    Vuppalapati, Jaya Shankar
    Kedari, Santosh
    PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 1, 2018, : 222 - 229
  • [29] Polygenic Risk Score for Cardiovascular Diseases in Artificial Intelligence Paradigm: A Review
    Khanna, Narendra N.
    Singh, Manasvi
    Maindarkar, Mahesh
    Kumar, Ashish
    Johri, Amer M.
    Mentella, Laura
    Laird, John R.
    Paraskevas, Kosmas I.
    Ruzsa, Zoltan
    Singh, Narpinder
    Kalra, Mannudeep K.
    Fernandes, Jose Fernandes E.
    Chaturvedi, Seemant
    Nicolaides, Andrew
    Rathore, Vijay
    Singh, Inder
    Teji, Jagjit S.
    Al-Maini, Mostafa
    Isenovic, Esma R.
    Viswanathan, Vijay
    Khanna, Puneet
    Fouda, Mostafa M.
    Saba, Luca
    Suri, Jasjit S.
    JOURNAL OF KOREAN MEDICAL SCIENCE, 2023, 38 (46)
  • [30] Implementation of Artificial Intelligence Methods on Example of Cardiovascular Diseases Risk Stratification
    Marciniak, Pawel
    Kotas, Rafal
    Kaminski, Marek
    Ciota, Zygmunt
    2014 PROCEEDINGS OF THE 21ST INTERNATIONAL CONFERENCE ON MIXED DESIGN OF INTEGRATED CIRCUITS & SYSTEMS (MIXDES), 2014, : 503 - 507