Big data meets public health
Top Cited Papers
- 28 November 2014
- journal article
- perspective
- Published by American Association for the Advancement of Science (AAAS) in Science
- Vol. 346 (6213) , 1054-1055
- https://doi.org/10.1126/science.aaa2709
Abstract
In 1854, as cholera swept through London, John Snow, the father of modern epidemiology, painstakingly recorded the locations of affected homes. After long, laborious work, he implicated the Broad Street water pump as the source of the outbreak, even without knowing that a Vibrio organism caused cholera. “Today, Snow might have crunched Global Positioning System information and disease prevalence data, solving the problem within hours” (1). That is the potential impact of “Big Data” on the public's health. But the promise of Big Data is also accompanied by claims that “the scientific method itself is becoming obsolete” (2), as next-generation computers, such as IBM's Watson (3), sift through the digital world to provide predictive models based on massive information. Separating the true signal from the gigantic amount of noise is neither easy nor straightforward, but it is a challenge that must be tackled if information is ever to be translated into societal well-being.Keywords
This publication has 8 references indexed in Scilit:
- Horizon scanning for translational genomic research beyond bench to bedsideGenetics in Medicine, 2014
- When Google got flu wrongNature, 2013
- Are randomized trials obsolete or more important than ever in the genomic era?Genome Medicine, 2013
- Knowledge integration at the center of genomic medicineGenetics in Medicine, 2012
- Genetic epidemiology with a Capital E, ten years afterGenetic Epidemiology, 2011
- Infodemiology and Infoveillance: Tracking Online Health Information and Cyberbehavior for Public HealthPublished by Elsevier ,2011
- Researching Genetic Versus Nongenetic Determinants of Disease: A Comparison and Proposed UnificationScience Translational Medicine, 2009
- Meningitis and Climate in West AfricaPLoS Medicine, 2005