Displaying results 233 - 240 of 431
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Camera-based, mobile disease surveillance using Convolutional Neural Networks
Content Type: Abstract
Infectious diseases present with multifarious factors requiring several efforts to detect, prevent, and break the chain of transmission. Recently, machine learning has shown to be promising for automated surveillance leading to rapid and early… read more -
Childhood home based unintentional injuries Surveillance in Punjab India
Content Type: Abstract
Injury and violence are public health problems now-a-days all over the world. Over 950000 children less than 18 years of age die as a result of injuries, 95% of which occur in low and middle income countries (LMIC) including India. Unintentional… read more -
Communicating the detection capabilities of syndromic surveillance systems
Content Type: Abstract
Increasingly public health decision-makers are using syndromic surveillance for real-time reassurance and situational awareness in addition to early warning1. Decision-makers using intelligence, including syndromic data, need to understand what the… read more -
Comparing Cerebral Palsy Surveillance Definition to ICD Codes and Written Diagnoses
Content Type: Abstract
Cerebral Palsy (CP) is the most common cause of motor disability in children. CP registries often rely on administrative data such as CP diagnoses or International Classification of Diseases (ICD) codes indicative of CP. However, little is known… read more -
Comparing spatio-temporal methods of non-communicable disease surveillance.
Content Type: Abstract
Health surveillance is well established for infectious diseases, but less so for non-communicable diseases. When spatio-temporal methods are used, selection often appears to be driven by arbitrary criteria, rather than optimal detection capabilities… read more -
Comparing Syndromic Data to Discharge Data to Measure Opioid Overdose Emergency Department Visits
Content Type: Abstract
Timely and accurate measurement of overdose morbidity using emergency department (ED) data is necessary to inform an effective public health response given the dynamic nature of opioid overdose epidemic in the United States. However, from… read more -
Two-stage Approach for Detecting Aberration of Influenza-like Illness
Content Type: Abstract
Pandemic 2009 H1N1 influenza and recent H7N9 influenza outbreaks made the public aware of the threat of influenza infection. In fact, annual influenza epidemic caused heavy disease burden and high economic loss around the world [1, 2]. Although the… read more -
U.S. Pneumonia and Influenza Mortality Surveillance: A New Era
Content Type: Abstract
The 122 Cities Mortality Reporting System (CMRS) has been used for pneumonia and influenza monitoring in the U.S. since the early 20th century. The 122 CMRS is regarded as the timeliest source of mortality data, with the majority of deaths being… read more