Big Data in Cardiology: State-of-Art and Future Prospects
View/ Open
Date
2022-01-01Author
Dai, HaijiangYounis, Arwa
Kong, Jude Dzevela
Puce, Luca
Jabbour, Georges
Yuan, Hong
Bragazzi, Nicola Luigi
...show more authors ...show less authors
Metadata
Show full item recordAbstract
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.
Collections
- Physical Education [131 items ]