Screening and early detection of cardiovascular disease (CVD) are crucial for managing progress and preventing related morbidity. In recent years, several studies have reported the important role of Artificial intelligence (AI) technology and its integration into various medical sectors. AI applications are able to deal with the massive amounts of data (medical records, ultrasounds, medications, and experimental results) generated in medicine and identify novel details that would otherwise be forgotten in the mass of healthcare data sets. Nowadays, AI algorithms are currently used to improve diagnosis of some CVDs including heart failure, atrial fibrillation, hypertrophic cardiomyopathy and pulmonary hypertension. This review summarized some AI concepts, critical execution requirements, obstacles, and new applications for CVDs.
机构:
WVU Heart & Vascular Institute, 1 Medical Center Drive, Morgantown, 26506, WVWVU Heart & Vascular Institute, 1 Medical Center Drive, Morgantown, 26506, WV
Seetharam K.
Shrestha S.
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WVU Heart & Vascular Institute, 1 Medical Center Drive, Morgantown, 26506, WVWVU Heart & Vascular Institute, 1 Medical Center Drive, Morgantown, 26506, WV
Shrestha S.
Sengupta P.P.
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WVU Heart & Vascular Institute, 1 Medical Center Drive, Morgantown, 26506, WVWVU Heart & Vascular Institute, 1 Medical Center Drive, Morgantown, 26506, WV
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Univ Groningen, Univ Med Ctr Groningen, Dept Cardiol, Groningen, NetherlandsUniv Groningen, Univ Med Ctr Groningen, Dept Cardiol, Groningen, Netherlands
Hendriks, T.
Knuuti, J.
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Turku Univ Hosp, Turku PET Ctr, Turku, Finland
Univ Turku, Turku, FinlandUniv Groningen, Univ Med Ctr Groningen, Dept Cardiol, Groningen, Netherlands
Knuuti, J.
Juarez-Orozco, L. E.
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Univ Groningen, Univ Med Ctr Groningen, Dept Cardiol, Groningen, Netherlands
Turku Univ Hosp, Turku PET Ctr, Turku, Finland
Univ Turku, Turku, FinlandUniv Groningen, Univ Med Ctr Groningen, Dept Cardiol, Groningen, Netherlands
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Icahn Sch Med Mt Sinai, Dept Internal Med, 1000 10th Ave, New York, NY 10019 USA
Cleveland Clin, Inst Heart & Vasc, Dept Cardiovasc Med, Cleveland, OH 44106 USAIcahn Sch Med Mt Sinai, Dept Internal Med, 1000 10th Ave, New York, NY 10019 USA
Krittanawong, Chayakrit
Zhang, HongJu
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Mayo Clin, Dept Med, Div Cardiovasc Dis, Rochester, MN USAIcahn Sch Med Mt Sinai, Dept Internal Med, 1000 10th Ave, New York, NY 10019 USA
Zhang, HongJu
Wang, Zhen
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Robert D & Patricia E Kern Ctr Sci Hlth Care Deli, Rochester, MN USA
Mayo Clin, Dept Hlth Sci Res, Div Hlth Care Policy & Res, Rochester, MN USAIcahn Sch Med Mt Sinai, Dept Internal Med, 1000 10th Ave, New York, NY 10019 USA
Wang, Zhen
Aydar, Mehmet
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Cleveland Clin, Inst Heart & Vasc, Dept Cardiovasc Med, Cleveland, OH 44106 USA
Kent State Univ, Dept Comp Sci, Kent, OH 44242 USAIcahn Sch Med Mt Sinai, Dept Internal Med, 1000 10th Ave, New York, NY 10019 USA
Aydar, Mehmet
Kitai, Takeshi
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Cleveland Clin, Inst Heart & Vasc, Dept Cardiovasc Med, Cleveland, OH 44106 USA
Gen Hosp, Kobe City Med Ctr, Dept Cardiovasc Med, Kobe, Hyogo, JapanIcahn Sch Med Mt Sinai, Dept Internal Med, 1000 10th Ave, New York, NY 10019 USA