Related Experiment Video

Updated: Jul 2, 2026

Amplitude-Integrated EEG in Infants at Risk of Hypoxic-Ischemic Encephalopathy: A Feasibility Study in Road and Air Transport in Western Australia
05:15

Amplitude-Integrated EEG in Infants at Risk of Hypoxic-Ischemic Encephalopathy: A Feasibility Study in Road and Air Transport in Western Australia

Published on: June 21, 2024

Validity of electronic medical record-based rules for the early detection of meningitis and encephalitis

Adi V Gundlapalli1, Hongying Tang, Claude Tonnierre

  • 1Department of Internal Medicine, University of Utah School of Medicine, USA.

AMIA ... Annual Symposium Proceedings. AMIA Symposium
|August 13, 2008
PubMed

Insights

This study validates computer-based surveillance for early detection of meningitis and encephalitis in emergency departments. This system aids public health by identifying critical central nervous system infections.

Area of Science:

  • Public Health Surveillance
  • Infectious Diseases
  • Epidemiology
  • Computer Science Applications in Medicine

Background:

  • Central nervous system (CNS) diseases like meningitis and encephalitis are of public health concern due to emerging infections and priority pathogens.
  • Early detection of CNS syndromes is crucial for patient care, provider management, and public health response, including public education and vector control.
  • Computer-based surveillance has proven effective for respiratory syndromes, but its utility for CNS syndromes remains understudied.

Purpose of the Study:

  • To analyze the validity of a hospital emergency department computer-based surveillance system for the early detection of meningitis and encephalitis.
  • To determine the test characteristics of selected computer-based rules for identifying CNS syndromes.

Main Methods:

  • Evaluation of a hospital emergency department's computer-based surveillance system.
  • Analysis focused on the early detection of meningitis and encephalitis cases.
  • Determination of test characteristics (e.g., sensitivity, specificity) for specific computer-based detection rules.

Main Results:

  • The study assessed the accuracy and reliability of computer algorithms in identifying CNS infections from emergency department data.
  • Specific computer-based rules were evaluated for their effectiveness in flagging potential meningitis and encephalitis cases.
  • Findings provide data on the performance of electronic surveillance for neurological infections.

Conclusions:

  • Computer-based surveillance systems show potential for the early detection of central nervous system syndromes in emergency departments.
  • Validating these systems is essential for improving public health response to outbreaks and priority pathogens.
  • Further research can refine these tools for broader application in infectious disease surveillance.

More Related Videos

Metagenomic Next-Generation Sequencing of Cerebrospinal Fluid for the Detection of Central Nervous System Pathogens10:08

Metagenomic Next-Generation Sequencing of Cerebrospinal Fluid for the Detection of Central Nervous System Pathogens

Published on: April 17, 2026

Induction and Clinical Scoring of Chronic-Relapsing Experimental Autoimmune Encephalomyelitis26:48

Induction and Clinical Scoring of Chronic-Relapsing Experimental Autoimmune Encephalomyelitis

Published on: July 4, 2007

Related Concept Videos

Methods of Documentation VII: EMR01:30

Methods of Documentation VII: EMR

Electronic Medical Records (EMRs) primarily center around electronically documenting patients' health information within a single healthcare organization or practice. They contain essential clinical data related to a patient's medical history, diagnoses, medications, treatment plans, lab results, and other pertinent information relevant to the specific encounter or episode of care. EMRs are designed to streamline documentation and workflow processes within individual healthcare settings,...
Encephalitis l: Introduction01:19

Encephalitis l: Introduction

Encephalitis is inflammation of the brain parenchyma, most often due to infections or autoimmune processes. It presents with neuropsychiatric features such as fever, altered mental status, behavioral changes, cognitive dysfunction, seizures, focal deficits, and sometimes autonomic instability. In some cases, the meninges are also involved, resulting in meningoencephalitis.Infectious CausesInfectious encephalitis is most commonly viral but can also result from bacterial, fungal, or parasitic...
Viral Meningitis01:18

Viral Meningitis

Viral meningitis is the most common form of meningitis and is often referred to as aseptic meningitis to indicate the absence of bacterial involvement. It is generally milder than bacterial meningitis, with symptoms including fever, headache, stiff neck, drowsiness, nausea, photophobia, and vomiting. Rarely, more severe manifestations or death may occur. Common causative agents include enteroviruses, particularly coxsackie A and B viruses and echoviruses, all members of the Enterovirus genus...
Bacterial Meningitis I: Introduction01:22

Bacterial Meningitis I: Introduction

Bacterial meningitis is a severe, life-threatening inflammation of the meninges, particularly the pia mater and arachnoid mater, affecting the subarachnoid space, ventricles, and cerebrospinal fluid (CSF). If untreated, it can lead to significant neurological complications or death.Causative AgentsCommon pathogens vary with age and immune status. In adults, major organisms include Streptococcus pneumoniae, Neisseria meningitidis, and Haemophilus influenzae. Streptococcus agalactiae (group B...
Guidelines and Strategies for Safe Computer Charting01:18

Guidelines and Strategies for Safe Computer Charting

The guidelines and strategies provided by the American Nurses Association (ANA) and the Canadian Nurses Association (CNA) offer essential principles for ensuring safe and secure computer charting systems in healthcare settings. Let's break down each recommendation:
Maintain Confidentiality and Security:
Bacterial Meningitis01:24

Bacterial Meningitis

Bacterial meningitis is a severe infectious disease involving inflammation of the meninges, the protective membranes surrounding the brain and spinal cord. It occurs when pathogenic bacteria cross the blood–brain barrier and enter the cerebrospinal fluid. Common causative organisms include Neisseria meningitidis, Streptococcus pneumoniae, Haemophilus influenzae type b, Listeria monocytogenes, and Escherichia coli K1. The exact route of entry varies by pathogen and host condition.Routes of Entry...