In-hospital cardiac arrest (IHCA) diminish the survival rate of patients, despite most of the
IHCA cases are preventable. More than 54% IHCA patient had abnormal clinical …

Purpose Non-contrast CT head scans provide rapid and accurate diagnosis of acute head
injury; however, increased utilisation of CT head scans makes it difficult to prioritise acutely …

Sudden cardiac arrest can leave serious brain damage or lead to death, so it is very
important to predict before a cardiac arrest occurs. However, early warning score systems …

Background: Deep learning techniques have achieved high accuracy in image classification
tasks, and there is interest in applicability to neuroimaging critical findings. This study …

Background In intensive care units (ICUs), critically ill patients are monitored with
electroencephalography (EEG) to prevent serious brain injury. EEG monitoring is …

Traumatic brain injury (TBI) is a sudden injury that causes damage to the brain. TBI can have
wide-ranging physical, psychological, and cognitive effects. TBI outcomes include acute …

In this paper, we investigate the classification of cardiomegaly using multimodal data,
combining imaging data from chest radiography with routinely collected Intensive Care Unit …

Accurate stroke assessment and consequent favorable clinical outcomes rely on the early
identification and quantification of aneurysmal subarachnoid hemorrhage (aSAH) in non …

Background Prognostication after cardiac arrest (CA) needs a multimodal approach, but the
optimal method is not known. We tested the hypothesis that the combination of neuron …

Introduction Parameters, such as left ventricular ejection fraction, peak strain dispersion,
global longitudinal strain, etc. are influential and clinically interpretable for detection of …