A5085154318- Emergency and Acute Care Studies
- Healthcare Policy and Management
- Trauma and Emergency Care Studies
- Digital Radiography and Breast Imaging
- Insurance and Financial Risk Management
- Patient Satisfaction in Healthcare
- Sepsis Diagnosis and Treatment
- Healthcare Technology and Patient Monitoring
- Non-Invasive Vital Sign Monitoring
Tampere University
2012-2025
Tampere University Hospital
2023-2025
Abstract Emergency department (ED) crowding is a global public health issue that has been repeatedly associated with increased mortality. Predicting future service demand would enable preventative measures aiming to eliminate along its detrimental effects. Recent findings in our ED indicate occupancy ratios exceeding 90% are 10-day In this paper, we aim predict these crisis periods using retrospective time series data such as weather, availability of hospital beds, calendar variables and...
Abstract The current evidence suggests that higher levels of crowding in the Emergency Department (ED) have a negative impact on patient outcomes, including mortality. However, only limited data are available about association between and mortality, especially for patients discharged from ED. primary objective this study was to establish ED overall 10-day mortality non-critical patients. secondary perform subgroup analysis risk separately both admitted An observational single-centre...
Existing data are limited for determining the medical conditions best suited an emergency department (ED) redirection strategy in a heterogeneous, nonurgent patient population.
Emergency department (ED) crowding is a global public health issue that has been repeatedly associated with increased mortality. Predicting future service demand would enable preventative measures aiming to eliminate along it's detrimental effects. Recent findings in our ED indicate occupancy ratios exceeding 90% are 10-day In this paper, we aim predict these crisis periods using retrospective data from large Nordic LightGBM model. We provide predictions for the whole and individually...
No universal definitions have been proposed for non-urgent emergency department (ED) patients. Robust evidence on safety issues and the subsequent utilisation of health care services among diverted patients is insufficient. The aim this study was to establish revisit rate within 7 days, as well 30-day mortality outcome by triage. An observational single-centre retrospective conducted at Tampere University Hospital ED full calendar year 2019. primary outcomes were a days mortality. A total...