Related Experiment Video
Updated: Feb 10, 2026
07:11
Author Spotlight: Emerging Technologies and Advanced Tools for Decoding Metabolomics Data Analysis
Published on: November 10, 2023
3.3K
Big Data and the Global Public Health Intelligence Network (GPHIN).
M Dion1, P AbdelMalik2, A Mawudeku2
1Schulich School of Family Medicine and Dentistry, University of Western Ontario, London, ON.
Summary
The Global Public Health Intelligence Network (GPHIN) uses Big Data to detect infectious disease outbreaks early. Integrating more data sources and improving analytics can further enhance global public health surveillance.
Area of Science:
- Public Health
- Epidemiology
- Data Science
Background:
- Globalization increases the risk of rapid infectious disease spread.
- Early detection and surveillance are critical for global public health.
- The Global Public Health Intelligence Network (GPHIN) was created to enhance early detection of public health events.
Purpose of the Study:
- To evaluate GPHIN's use of Big Data for early infectious disease outbreak detection.
- To identify future directions for GPHIN's capabilities.
Main Methods:
- Analysis of over 20,000 daily online news reports from 30,000+ sources in nine languages.
- Utilizing a web-based program with an algorithm to identify potential public health event signals.
- Review of potential signals by a multilingual, multidisciplinary team for risk assessment and alert issuance.
Main Results:
- GPHIN successfully identified early outbreaks, including SARS in China.
- GPHIN issued the first alert for MERS-CoV and played a key role in monitoring the Ebola outbreak.
- The system's effectiveness led to its adoption by several countries to meet International Health Regulations.
Conclusions:
- GPHIN's early adoption of Big Data has significantly improved global capacity for detecting international infectious disease outbreaks.
- Further integration of diverse Big Data sources (e.g., social media) can enhance detection capabilities.
- Advancements in analytical capacity are crucial for strengthening GPHIN's timely detection and early warning systems.
More Related Videos
09:33Visualizing Field Data Collection Procedures of Exposure and Biomarker Assessments for the Household Air Pollution Intervention Network Trial in India
Published on: December 23, 2022
3.0K
13:44Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
4.5K
Related Concept Videos
02:26Protein Networks
4.6K
An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
4.6K
01:50Global Climate Change
29.0K
Throughout its ~4.5 billion year history, the Earth has experienced periods of warming and cooling. However, the current drastic increase in global temperatures is well outside of the Earth’s cyclic norms, and evidence for human-caused global climate change is compelling. Paleoclimatology, the study of ancient climate conditions, provides ample evidence for human-caused global climate change by comparing recent conditions with those in the past.
29.0K
01:27Intelligence
8.7K
The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
8.7K
01:24Data Reporting and Recording
5.5K
Reporting and recording are crucial in data documentation. The timely, thorough, and accurate documentation of facts is essential when recording patient data. Failure to record findings during an assessment or interpretation of a problem will result in loss of information and make the patient document unreliable. The reader is left with general impressions if the information is not specific. A recording is documenting data of the individual's health information in a traceable, secure, and...
5.5K
02:18Network Covalent Solids
16.2K
Network covalent solids contain a three-dimensional network of covalently bonded atoms as found in the crystal structures of nonmetals like diamond, graphite, silicon, and some covalent compounds, such as silicon dioxide (sand) and silicon carbide (carborundum, the abrasive on sandpaper). Many minerals have networks of covalent bonds.
To break or to melt a covalent network solid, covalent bonds must be broken. Because covalent bonds are relatively strong, covalent network solids are typically...
To break or to melt a covalent network solid, covalent bonds must be broken. Because covalent bonds are relatively strong, covalent network solids are typically...
16.2K
01:29Measures of Intelligence
8.5K
Psychologists measure intelligence by using standardized tests that produce a score known as the intelligence quotient or IQ. To understand IQ tests, it's important to recognize the key principles behind their construction: validity, reliability, and standardization.
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
8.5K