A Scalable Forecasting Framework to Predict COVID-19 Hospital Bed Occupancy

Hospital bed occupancy: more than queuing for a bed.

Timely access to safe hospital care remains a major concern. Target bed-occupancy rates have been proposed as a measure of the ability of a hospital to function safely and effectively. High bed-occupancy rates have been shown to be associated with greater risks of hospital-associated infection and access block and to have a negative impact on staff health. Clinical observational data have sugge...

AIDS and hospital bed occupancy: an overview.

In several countries of sub-Saharan Africa more than 10% of the adult population are infected with HIV, while in large towns such as Kampala, Lusaka, Blantyre, Kigali and Harare this proportion exceeds 25%. One of the most obvious consequences is the increased occupancy of hospital beds by patients with HIV infection, perhaps to the exclusion of patients with other ailments. This paper gives an...

Models for Bed Occupancy Management of a Hospital in Singapore

This paper describes three bed prediction models in aiding hospital planners to anticipate bed demand so as to manage resources efficiently. The Poisson bed occupancy model provides an estimation of bed occupancy and optimal bed requirements in each class based on length of stay and admissions data. The simulation model was developed to predict bed occupancy levels for every class for the follo...

The Role of Complete Bed Rest Position In COVID-19 Patient Outcome; Bed Rest And COVID-19

SARS-CoV-2 is a novel strain of the coronaviruses posing great challenges to the human immune system. Hence, human innate immunity determines how our body responses to the early infection (1-3). According to the studies, coronavirus can cause a range of symptoms by affecting various organs in the body (4, 5). Currently, our hospital is one of the referral centers of COVID-19 in Iran. We would l...

Introducing an index to predict lung involvement deficiency in hypertensive patients with COVID-19