Forecasting ICP elevation based on prescient changes of intracranial pressure waveform morphology
Interventions of intracranial pressure (ICP) elevation in neurocritical care is currently
delivered only after healthcare professionals notice sustained and significant mean ICP …
delivered only after healthcare professionals notice sustained and significant mean ICP …
Intracranial hypertension prediction using extremely randomized decision trees
Intracranial pressure (ICP) elevation (intracranial hypertension, IH) in neurocritical care is
typically treated in a reactive fashion; it is only delivered after bedside clinicians notice …
typically treated in a reactive fashion; it is only delivered after bedside clinicians notice …
Predicting secondary insults after severe traumatic brain injury
BW Bonds, S Yang, PF Hu, K Kalpakis… - Journal of Trauma …, 2015 - journals.lww.com
BACKGROUND Secondary insults such as hypotension, hypoxia, cerebral hypoperfusion,
and intracranial hypertension are associated with poor outcome following severe traumatic …
and intracranial hypertension are associated with poor outcome following severe traumatic …
Complex analysis of intracranial hypertension using approximate entropy
Objective: To determine whether decomplexification of intracranial pressure dynamics
occurs during periods of severe intracranial hypertension (intracranial pressure> 25 mm Hg …
occurs during periods of severe intracranial hypertension (intracranial pressure> 25 mm Hg …
Forecasting intracranial hypertension using multi-scale waveform metrics
Objective: Acute intracranial hypertension is an important risk factor of secondary brain
damage after traumatic brain injury. Hypertensive episodes are often diagnosed reactively …
damage after traumatic brain injury. Hypertensive episodes are often diagnosed reactively …
Artificial neural network based intracranial pressure mean forecast algorithm for medical decision support
Although the future mean of intracranial pressure (ICP) is of critical concern of many
clinicians for timely medical treatment, the problem of forecasting the future ICP mean has …
clinicians for timely medical treatment, the problem of forecasting the future ICP mean has …
Design and implementation of a portable physiologic data acquisition system
Objective: To describe and report the reliability of a portable, laptop-based, real-time,
continuous physiologic data acquisition system (PDAS) that allows for synchronous …
continuous physiologic data acquisition system (PDAS) that allows for synchronous …
Machine Learning Approaches for Patient Monitoring in the intensive care unit
M Hüser - 2021 - research-collection.ethz.ch
Patient monitoring in the ICU abounds with challenges that can be addressed using modern
machine learning methods. One of the most pressing issues is how to distill features, ie …
machine learning methods. One of the most pressing issues is how to distill features, ie …
Real-time analysis of intracranial pressure waveform morphology
The cranial vault is composed of four fundamental components: arterial blood, venous
blood, cerebrospinal fluid (CSF), and brain parenchyma. Intracranial pressure (ICP) …
blood, cerebrospinal fluid (CSF), and brain parenchyma. Intracranial pressure (ICP) …
[PDF][PDF] Complex Analysis of Intracranial Hypertension Using Approximate Entropy
Objective: To determine if decomplexification of intracranial pressure (ICP) dynamics occurs
during periods of severe intracranial hypertension (ICP> 25 mmHg for longer than 5 minutes …
during periods of severe intracranial hypertension (ICP> 25 mmHg for longer than 5 minutes …