Innovations in Genomics and Big Data Analytics for Personalized Medicine and Health Care: A Review
Nationwide Children's Hospital · University of Lahore · +3 more institutions
Abstract
Big data in health care is a fast-growing field and a new paradigm that is transforming case-based studies to large-scale, data-driven research. As big data is dependent on the advancement of new data standards, technology, and relevant research, the future development of big data applications holds foreseeable promise in the modern day health care revolution. Enormously large, rapidly growing collections of biomedical omics-data (genomics, proteomics, transcriptomics, metabolomics, glycomics, etc.) and clinical data create major challenges and opportunities for their analysis and interpretation and open new computational gateways to address these issues. The design of new robust algorithms that are most…
Citation impact
- FWCI
- 22.44
- Percentile
- 100%
- References
- 141
Authors
9Topics & keywords
- Big data
- Data science
- Personalized medicine
- Precision medicine
- Analytics
- Computer science
- Health care
- Genomics