Tom Baumgartl
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View article: Potential Risk Factors for Hospital-Onset Bloodstream Infections – Initial Findings Within the RISK PRINCIPE Project for Data-Driven Clinical Decision Support
Potential Risk Factors for Hospital-Onset Bloodstream Infections – Initial Findings Within the RISK PRINCIPE Project for Data-Driven Clinical Decision Support Open
Healthcare-associated infections (HAI) are a significant burden to patients, hospitals, health systems and society. Infection prevention and control measures are well established and evidence-based, however, no detailed risk assessment is …
View article: An openEHR based infection control system to support monitoring of nosocomial bacterial clusters and contacts
An openEHR based infection control system to support monitoring of nosocomial bacterial clusters and contacts Open
Early outbreak detection, allowing rapid intervention, is essential to reduce the burden of healthcare-associated pathogen transmission, including multidrug-resistant bacteria. Digital, routine data-driven solutions are promising, but ofte…
View article: Developing a User-Centric System for Hospital-Onset Bacteremia Risk Assessment and Visualization: An Integrated Requirements Analysis Approach
Developing a User-Centric System for Hospital-Onset Bacteremia Risk Assessment and Visualization: An Integrated Requirements Analysis Approach Open
Background: Hospital-onset bacteremia (HOB) is one of the most common hospital-acquired infections, resulting in increased in-hospital morbidity and mortality. To support clinicians in assessing patients at risk, data-driven applications c…
View article: Empowering Communities: Tailored Pandemic Data Visualization for Varied Tasks and Users
Empowering Communities: Tailored Pandemic Data Visualization for Varied Tasks and Users Open
Data visualization methodologies were intensively leveraged during the COVID-19 pandemic. We review our design experience working on a set of interdisciplinary COVID-19 pandemic projects. We describe the challenges we met in these projects…
View article: Automatisierte Surveillance und Risikovorhersage mit dem Ziel einer risikostratifizierten Infektionskontrolle und -prävention (RISK Prediction for Risk-stratified Infection Control and Prevention)
Automatisierte Surveillance und Risikovorhersage mit dem Ziel einer risikostratifizierten Infektionskontrolle und -prävention (RISK Prediction for Risk-stratified Infection Control and Prevention) Open
View article: Tracing COVID-19 Infection Chains Within Healthcare Institutions – Another Brick in the Wall Against SARS-CoV-2
Tracing COVID-19 Infection Chains Within Healthcare Institutions – Another Brick in the Wall Against SARS-CoV-2 Open
Early anticipation of COVID-19 infection chains within hospitals is of high importance for initiating suitable measures at the right time. Infection control specialists can be supported by application systems able of consolidating and anal…
View article: Fallzahlen, Re-Identifikation und der technische Datenschutz
Fallzahlen, Re-Identifikation und der technische Datenschutz Open
View article: In Search of Patient Zero: Visual Analytics of Pathogen Transmission Pathways in Hospitals
In Search of Patient Zero: Visual Analytics of Pathogen Transmission Pathways in Hospitals Open
Pathogen outbreaks (i.e., outbreaks of bacteria and viruses) in hospitals can cause high mortality rates and increase costs for hospitals significantly. An outbreak is generally noticed when the number of infected patients rises above an e…
View article: In Search of Patient Zero: Visual Analytics of Pathogen Transmission Pathways in Hospitals
In Search of Patient Zero: Visual Analytics of Pathogen Transmission Pathways in Hospitals Open
Pathogen outbreaks (i.e., outbreaks of bacteria and viruses) in hospitals can cause high mortality rates and increase costs for hospitals significantly. An outbreak is generally noticed when the number of infected patients rises above an e…
View article: Visual Analysis for Hospital Infection Control using a RNN Model
Visual Analysis for Hospital Infection Control using a RNN Model Open
Bacteria and viruses are transmitted among patients in the hospital. Infection control experts develop strategies for infection control. Currently, this is done mostly manually, which is time-consuming and error-prone. Visual analysis appr…
View article: Visual-Interactive Exploration of Pathogen Outbreaks in Hospitals
Visual-Interactive Exploration of Pathogen Outbreaks in Hospitals Open
Clinicians and hygienists need to identify outbreaks and transmission patterns of pathogen infections among hospital patients. Such analysis requires the combination of the microbiological laboratory results with the location and contacts …