Big Data And New Knowledge In Medicine: The Thinking, Training, And Tools Needed For A Learning Health System
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Abstract
Big data in medicine--massive quantities of health care data accumulating from patients and populations and the advanced analytics that can give those data meaning--hold the prospect of becoming an engine for the knowledge generation that is necessary to address the extensive unmet information needs of patients, clinicians, administrators, researchers, and health policy makers. This article explores the ways in which big data can be harnessed to advance prediction, performance, discovery, and comparative effectiveness research to address the complexity of patients, populations, and organizations. Incorporating big data and next-generation analytics into clinical and population health research and practice will…
Citation impact
588
total citations
- FWCI
- 71.63
- Percentile
- 100%
- References
- 19
Citations per year
Authors
1Topics & keywords
Topics
Keywords
- Big data
- Analytics
- Data science
- Health care
- Meaning (existential)
- Population health
- Knowledge management
- Computer science
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