Displaying results 449 - 456 of 855
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Human-learned lessons about machine learning in public health surveillance
Content Type: Webinar
Presented December 13, 2018. For public health surveillance, is machine learning worth the effort? What methods are relevant? Do you need special hardware? This talk was motivated by these and other questions asked by ISDS members. It will focus… read more… what was the reported blood pressure during last office visit? – [Unsupervised learning] Represent patterns and … -
Disease surveillance using school absenteeism data in rural Cambodia
Content Type: Abstract
Previous studies in developed countries showed school absenteeism data can serve as a proxy for monitoring infectious disease activities and facilitates early community outbreak detection. However, absenteeism patterns may differ in developing… read more… data were weekly aggregated and sent to Hong Kong, via email for further analysis. Results Implementation of the … Data quality was monitored by occasional onsite school visits by the investigators. A total of 430 students (47.4% … providing the absenteeism data. *Calvin Ka Yeung Cheng E-mail: chengkyc@hku.hk (page number not for citation purpose) … -
Implementation and Comparison of Preprocessing Methods for Biosurveillance Data
Content Type: Abstract
Modern biosurveillance relies on multiple sources of both prediagnostic and diagnostic data, updated daily, to discover disease outbreaks. Intrinsic to this effort are two assumptions: (1) the data being analyzed contain early indicators… read more… data. Examples are daily counts of emergency room visits, over-the-counter (OTC) or prescription medication sales, school absences, doctors’ office visits, veterinary reports, or other data streams that could … E, Picard R, Umland E: Modeling emergency department visit patterns for infectious dis- ease complaints: results … -
Multiple Surveillance Systems Track an Active Flu Season
Content Type: Webinar
Each season in the United States a multi-component influenza surveillance system monitors and describes influenza activity. This presentation will describe the overall picture of influenza virus circulation and compare data from each of the… read more… the 2012-13 season Weekly reports Total # of patient visits # visits for influenza-like illness (ILI) by age … active.htm Questions? Email: Sepperson@cdc.gov For more information please contact … -
BioSense 2.0 Definitions
Content Type: References
Definitions for BioSense 2.0 common syndromes.… 799.9, 78001, 78550, 78559, 7981, 7982, 7989, 7999 All Visits Chief Complaint Search Terms Total vists … data access controls | Manage users Suggest a Feature | Visit the BioSense Redesign Site at … -
Scanning the Emerging Infectious Diseases Horizon - Visualizing ProMed Emails Using EpiSPIDER
Content Type: Abstract
The Internet has created an information revolution that spans across all knowledge domains and removes temporal and geographic barriers. Various disparate tools allow individuals to communicate with each other across these barriers. We also have an… read more… 8600 Rockville Pike, Bethesda, Maryland 20894, 3 ProMED Mail (http://www.promedmail.org), 4 International Society … diseases: lessons from the first 10 years of ProMED-mail. Arch Med Res. 2005 Nov- Dec;36(6):724-30. Review. 2. … -
Instructions of ILI-S R Code
Content Type: Training
Follow these instructions on how to run ILI R code on your BioSense data locker using R studio. read more… signaled o Week number with greatest percent ILI visits o Proportion of visits included based on ILI_code_only definition Please email any relevant charts and a summary of your … -
Identification and tracking of heat-related illnesses using syndromic surveillance
Content Type: Abstract
The summer of 2010 in Maryland was characterized by unusually high temperatures. This type of increased and prolonged heat can potentially make residents sick, and extreme exposure can even kill people at highest risk. Numerous… read more… Maryland (n!45) report data on emergency department (ED) visits to ESSENCE in near real-time manner. Therefore, ED visits for heat-related illnesses were reviewed closely on a … awareness and inform decision making. The counts of ED visits for heat-related illnesses were also compared with …