The digitalization of the health-care system has resulted in a deluge of clinical big data and
has prompted the rapid growth of data science in medicine. Data science, which is the field …

Background Previous reviews have focussed on the rationale for employing the stepped
wedge design (SWD), the areas of research to which the design has been applied and the …

Background: Intensive Care Units (ICUs) in the United States admit more than 5.7 million
people each year. The ICU level of care helps people with life-threatening illness or injuries …

Introduction. In recent years, the use of dashboards in healthcare has been considered an
effective approach for the visual presentation of information to support clinical and …

Recent strides in computing capabilities, increases in data transparency and open data
sources, growth in IOT (Internet of Things) and smartphone device usage are some of the …

The data contained within the electronic health record (EHR) is “big” from the standpoint of
volume, velocity, and variety. These circumstances and the pervasive trend towards EHR …

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a highly infectious virus
with overwhelming demand on healthcare systems, which require advanced predictive …

To investigate critical care delivery in intensive care units (ICUs), we propose a qualitative
and quantitative coupling approach to developing an ICU digital twin model. The Systems …

Background Hospital length of stay (LOS) is a key indicator of hospital care management
efficiency, cost of care, and hospital planning. Hospital LOS is often used as a measure of a …

Objective To systematically review original user evaluations of patient information displays
relevant to critical care and understand the impact of design frameworks and information …