A5017593938- Healthcare and Environmental Waste Management
- COVID-19 diagnosis using AI
- Dental Research and COVID-19
- Simulation-Based Education in Healthcare
- IoT-based Smart Home Systems
- Food Safety and Hygiene
- Disaster Response and Management
- Infection Control in Healthcare
- Patient Safety and Medication Errors
- Infection Control and Ventilation
- Video Surveillance and Tracking Methods
- Face recognition and analysis
Riga Stradiņš University
2021-2022
Technology Centre Prague
2021
Bridge University
2020
Washing hands is one of the most important ways to prevent infectious diseases, including COVID-19. The World Health Organization (WHO) has published hand-washing guidelines. This paper presents a large real-world dataset with videos recording medical staff washing their as part normal job duties in Pauls Stradins Clinical University Hospital. There are 3185 episodes total, each which annotated by up seven different persons. annotations classify movements according WHO guidelines marking...
Washing hands is one of the most important ways to prevent infectious diseases, including COVID-19. Unfortunately, medical staff does not always follow World Health Organization (WHO) hand washing guidelines in their everyday work. To this end, we present neural networks for automatically recognizing different movements defined by WHO. We train network on a part large (2000+ videos) real-world labeled dataset with movements. The preliminary results show that using pre-trained models such as...
Severe acute respiratory syndrome coronavirus 2 [SARS-CoV-2, the causative agent of disease 2019 (COVID-19)] outbreak has been declared a global pandemic by World Health Organization. The COVID-19 highlighted problems sustainable infection prevention and control measures worldwide, particularly emerging issues with an insufficient supply personal protective equipment. aim this study was to provide action plan for mitigation occupational hazards nosocomial spread SARS-CoV-2 through failure...
Background: Thousands of people die every day around the world from infections acquired in a hospital. Hands are main pathways germ transmission during healthcare. Hand hygiene monitoring can be performed using various methods. One latest techniques that combine all is neural network-based hand system. Methods/Design: Each participant 3 hand-washing trials, each time receiving different type feedback. The order which study used developed applications was strictly defined, thus session...