Big data for development: A review of promises and challenges
M Hilbert - Development Policy Review, 2016 - Wiley Online Library
The article uses a conceptual framework to review empirical evidence and some 180 articles
related to the opportunities and threats of Big Data Analytics for international development …
related to the opportunities and threats of Big Data Analytics for international development …
Statistical methods for the prospective detection of infectious disease outbreaks: a review
S Unkel, CP Farrington, PH Garthwaite… - Journal of the Royal …, 2012 - academic.oup.com
Unusual clusters of disease must be detected rapidly for effective public health interventions
to be introduced. Over the past decade there has been a surge in interest in statistical …
to be introduced. Over the past decade there has been a surge in interest in statistical …
A space–time permutation scan statistic for disease outbreak detection
M Kulldorff, R Heffernan, J Hartman, R Assunçao… - PLoS …, 2005 - journals.plos.org
Background The ability to detect disease outbreaks early is important in order to minimize
morbidity and mortality through timely implementation of disease prevention and control …
morbidity and mortality through timely implementation of disease prevention and control …
Implementing syndromic surveillance: a practical guide informed by the early experience
Syndromic surveillance refers to methods relying on detection of individual and population
health indicators that are discernible before confirmed diagnoses are made. In particular …
health indicators that are discernible before confirmed diagnoses are made. In particular …
Leadline: Interactive visual analysis of text data through event identification and exploration
W Dou, X Wang, D Skau, W Ribarsky… - 2012 IEEE Conference …, 2012 - ieeexplore.ieee.org
Text data such as online news and microblogs bear valuable insights regarding important
events and responses to such events. Events are inherently temporal, evolving over time …
events and responses to such events. Events are inherently temporal, evolving over time …
Time series modeling for syndromic surveillance
BY Reis, KD Mandl - BMC medical informatics and decision making, 2003 - Springer
Background Emergency department (ED) based syndromic surveillance systems identify
abnormally high visit rates that may be an early signal of a bioterrorist attack. For example …
abnormally high visit rates that may be an early signal of a bioterrorist attack. For example …
[PDF][PDF] Bayesian network anomaly pattern detection for disease outbreaks
Early disease outbreak detection systems typically monitor health care data for irregularities
by comparing the distribution of recent data against a baseline distribution. Determining the …
by comparing the distribution of recent data against a baseline distribution. Determining the …
Statistical challenges facing early outbreak detection in biosurveillance
G Shmueli, H Burkom - Technometrics, 2010 - Taylor & Francis
Modern biosurveillance is the monitoring of a wide range of prediagnostic and diagnostic
data for the purpose of enhancing the ability of the public health infrastructure to detect …
data for the purpose of enhancing the ability of the public health infrastructure to detect …
[HTML][HTML] Outbreak detection through automated surveillance: a review of the determinants of detection
DL Buckeridge - Journal of biomedical informatics, 2007 - Elsevier
Public health agencies and other groups have invested considerable resources in
automated surveillance systems over the last decade. These systems generally follow …
automated surveillance systems over the last decade. These systems generally follow …
A review of some sampling and aggregation strategies for basic statistical process monitoring
IM Zwetsloot, WH Woodall - Journal of Quality Technology, 2021 - Taylor & Francis
We review the long-established rational subgrou** principle for determining an effective
sampling plan for process monitoring. We present some other general advice that has been …
sampling plan for process monitoring. We present some other general advice that has been …