Big Data in Cardiology: State-of-Art and Future Prospects
Author | Dai, Haijiang |
Author | Younis, Arwa |
Author | Kong, Jude Dzevela |
Author | Puce, Luca |
Author | Jabbour, Georges |
Author | Yuan, Hong |
Author | Bragazzi, Nicola Luigi |
Available date | 2023-01-24T09:31:22Z |
Publication Date | 2022-01-01 |
Publication Name | Frontiers in Cardiovascular Medicine |
Identifier | http://dx.doi.org/10.3389/fcvm.2022.844296 |
Citation | Dai H, Younis A, Kong JD, Puce L, Jabbour G, Yuan H and Bragazzi NL (2022) Big Data in Cardiology: State-of-Art and Future Prospects. Front. Cardiovasc. Med. 9:844296. doi: 10.3389/fcvm.2022.844296 |
Abstract | 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. |
Language | en |
Publisher | Frontiers Media |
Subject | Big Data cardiology epidemiological registries high-throughput technologies non-conventional data streams wearable technologies |
Type | Article Review |
Volume Number | 9 |
ESSN | 2297-055X |
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