共 89 条
Big Data in Cardiology: State-of-Art and Future Prospects
被引:15
作者:

Dai, Haijiang
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Cent South Univ, Xiangya Hosp 3, Dept Cardiol, Changsha, Peoples R China
York Univ, Dept Math & Stat, Lab Ind & Appl Math LIAM, Toronto, ON, Canada Cent South Univ, Xiangya Hosp 3, Dept Cardiol, Changsha, Peoples R China

Younis, Arwa
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机构:
Univ Rochester, Clin Cardiovasc Res Ctr, Med Ctr, Rochester, NY USA Cent South Univ, Xiangya Hosp 3, Dept Cardiol, Changsha, Peoples R China

Kong, Jude Dzevela
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机构:
York Univ, Dept Math & Stat, Lab Ind & Appl Math LIAM, Toronto, ON, Canada Cent South Univ, Xiangya Hosp 3, Dept Cardiol, Changsha, Peoples R China

Puce, Luca
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机构:
Univ Genoa, Dept Neurosci Rehabil Ophthalmol Genet Maternal &, Genoa, Italy Cent South Univ, Xiangya Hosp 3, Dept Cardiol, Changsha, Peoples R China

Jabbour, Georges
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Qatar Univ, Coll Educ, Phys Educ Dept, Doha, Qatar Cent South Univ, Xiangya Hosp 3, Dept Cardiol, Changsha, Peoples R China

Yuan, Hong
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机构:
Cent South Univ, Xiangya Hosp 3, Dept Cardiol, Changsha, Peoples R China Cent South Univ, Xiangya Hosp 3, Dept Cardiol, Changsha, Peoples R China

Bragazzi, Nicola Luigi
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h-index: 0
机构:
York Univ, Dept Math & Stat, Lab Ind & Appl Math LIAM, Toronto, ON, Canada
Univ Genoa, Dept Neurosci Rehabil Ophthalmol Genet Maternal &, Genoa, Italy
Univ Genoa, Postgrad Sch Publ Hlth, Dept Hlth Sci, Genoa, Italy
Univ Leeds, Chapel Allerton Hosp, Leeds Inst Mol Med, NIHR Leeds Musculoskeletal Biomed Res Unit,Sect Mu, Leeds, England Cent South Univ, Xiangya Hosp 3, Dept Cardiol, Changsha, Peoples R China
机构:
[1] Cent South Univ, Xiangya Hosp 3, Dept Cardiol, Changsha, Peoples R China
[2] York Univ, Dept Math & Stat, Lab Ind & Appl Math LIAM, Toronto, ON, Canada
[3] Univ Rochester, Clin Cardiovasc Res Ctr, Med Ctr, Rochester, NY USA
[4] Univ Genoa, Dept Neurosci Rehabil Ophthalmol Genet Maternal &, Genoa, Italy
[5] Qatar Univ, Coll Educ, Phys Educ Dept, Doha, Qatar
[6] Univ Genoa, Postgrad Sch Publ Hlth, Dept Hlth Sci, Genoa, Italy
[7] Univ Leeds, Chapel Allerton Hosp, Leeds Inst Mol Med, NIHR Leeds Musculoskeletal Biomed Res Unit,Sect Mu, Leeds, England
关键词:
Big Data;
epidemiological registries;
high-throughput technologies;
wearable technologies;
non-conventional data streams;
cardiology;
ARTIFICIAL-INTELLIGENCE;
RISK-FACTORS;
HYPERTROPHIC CARDIOMYOPATHY;
CARDIOVASCULAR-DISEASES;
QUALITY IMPROVEMENT;
PRECISION MEDICINE;
NATIONAL HEART;
GLOBAL BURDEN;
GO RED;
HEALTH;
D O I:
10.3389/fcvm.2022.844296
中图分类号:
R5 [内科学];
学科分类号:
1002 ;
100201 ;
摘要:
Cardiological disorders contribute to a significant portion of the global burden of disease. Cardiology can benefit from Big Data, which are generated and released by different sources and channels, like epidemiological surveys, national registries, electronic clinical records, claims-based databases (epidemiological Big Data), wet-lab, and next-generation sequencing (molecular Big Data), smartphones, smartwatches, and other mobile devices, sensors and wearable technologies, imaging techniques (computational Big Data), non-conventional data streams such as social networks, and web queries (digital Big Data), among others. Big Data is increasingly having a more and more relevant role, being highly ubiquitous and pervasive in contemporary society and paving the way for new, unprecedented perspectives in biomedicine, including cardiology. Big Data can be a real paradigm shift that revolutionizes cardiological practice and clinical research. However, some methodological issues should be properly addressed (like recording and association biases) and some ethical issues should be considered (such as privacy). Therefore, further research in the field is warranted.
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机构:
Natl & Kapodistrian Univ Athens, Hippokrat Hosp, Dept Cardiol 1, 114 Vas Sofias Ave, Athens 11527, Greece Natl & Kapodistrian Univ Athens, Hippokrat Hosp, Dept Cardiol 1, 114 Vas Sofias Ave, Athens 11527, Greece

Tsioufis, Konstantinos
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Natl & Kapodistrian Univ Athens, Hippokrat Hosp, Dept Cardiol 1, 114 Vas Sofias Ave, Athens 11527, Greece Natl & Kapodistrian Univ Athens, Hippokrat Hosp, Dept Cardiol 1, 114 Vas Sofias Ave, Athens 11527, Greece

Antoniades, Charalambos
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Univ Oxford, Oxford Acad CT Programme, John Radcliffe Hosp, RDM Div Cardiovasc Med, Headley Way, Oxford OX3 9DU, England Natl & Kapodistrian Univ Athens, Hippokrat Hosp, Dept Cardiol 1, 114 Vas Sofias Ave, Athens 11527, Greece

Tousoulis, Dimitris
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Natl & Kapodistrian Univ Athens, Hippokrat Hosp, Dept Cardiol 1, 114 Vas Sofias Ave, Athens 11527, Greece Natl & Kapodistrian Univ Athens, Hippokrat Hosp, Dept Cardiol 1, 114 Vas Sofias Ave, Athens 11527, Greece
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Predictive, preventive, personalized and participatory medicine: back to the future
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Auffray, Charles
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机构:
CNRS Inst Biol Sci, F-94801 Villejuif, France CNRS Inst Biol Sci, F-94801 Villejuif, France

Charron, Dominique
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INSERM, U940, Jean Dausset Lab, F-75475 Paris 10, France
Paris Diderot Univ, Hop St Louis, F-75475 Paris 10, France CNRS Inst Biol Sci, F-94801 Villejuif, France

Hood, Leroy
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机构:
Inst Syst Biol, Seattle, WA 98103 USA CNRS Inst Biol Sci, F-94801 Villejuif, France
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Incomplete Revascularization in Patients Treated With Percutaneous Coronary Intervention When Enough Is Enough
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Ayalon, Nir
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Jacobs, Alice K.
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机构: Boston Univ, Sch Med, Dept Med, Cardiol Sect, Boston, MA 02118 USA