Objective: This pandemic of COVID-19 is tedious to control. The only lockdown the way stop spread this infection. Conventional health care facing a real challenge operate. Primarily provide support for patients with limited resources and continue services like earlier. Perhaps, same but magnitude differing depending on geographical locations around globe. Material Methods:-In article, we presen...

Mortality risk prediction for patients admitted into the intensive care unit (ICU) is a crucial and challenging task, so that clinicians are able to respond with timely appropriate clinical intervention. This becomes more urgent under background of COVID-19 as global pandemic. In recent years, electronic health records (EHR) have been widely adopted, potential greatly improve services diagnosti...

The 2007 Infectious Diseases Society of America (IDSA)/American Thoracic Society (ATS) guidelines proposed "minor" criteria to predict intensive care unit (ICU) admission in patients with community-acquired pneumonia. These criteria were based on expert opinion. Consequently, the authors of the guidelines asked investigators to determine whether the score could be simplified by excluding noncon...

In this paper, we quantitatively compare the forecasts from four different mortality models. We consider one discrete-time model proposed by Lee and Carter (1992) and three continuous-time models: the Wills and Sherris (2011) model, the Feller process and the Ornstein-Uhlenbeck (OU) process. The first two models estimate the whole surface of mortality simultaneously, while in the latter two, ea...