AIMC Topic: Intracranial Hypertension

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Multimodal nomogram integrating deep learning radiomics and hemodynamic parameters for early prediction of post-craniotomy intracranial hypertension.

Scientific reports Jul 2, 2025
To evaluate the effectiveness of deep learning radiomics nomogram in distinguishing early intracranial hypertension (IH) following primary decompressive craniectomy (DC) in patients with severe traumatic brain injury (TBI) and to demonstrate its pote...
Middle Aged Humans Hemodynamics Female Deep Learning Adult Radiomics Male Intracranial Pressure Intracranial Hypertension Optic Nerve Decompressive Craniectomy ROC Curve Nomograms Brain Injuries, Traumatic
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Cerebral compliance assessment from intracranial pressure waveform analysis: Is a positional shift-related increase in intracranial pressure predictable?

PloS one Dec 30, 2024
Real-time monitoring of intracranial pressure (ICP) is a routine part of neurocritical care in the management of brain injury. While mainly used to detect episodes of intracranial hypertension, the ICP signal is also indicative of the volume-pressure...
Intracranial Pressure Intracranial Hypertension Brain Injuries Monitoring, Physiologic Posture Adult Male Middle Aged Humans Female Aged
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Deep learning from head CT scans to predict elevated intracranial pressure.

Journal of neuroimaging : official journal of the American Society of Neuroimaging Oct 10, 2024
BACKGROUND AND PURPOSE: Elevated intracranial pressure (ICP) resulting from severe head injury or stroke poses a risk of secondary brain injury that requires neurosurgical intervention. However, currently available noninvasive monitoring techniques f...
Male Middle Aged Deep Learning Intracranial Pressure Intracranial Hypertension Reproducibility of Results Aged Adult Humans Tomography, X-Ray Computed Female
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Machine Learning Based Prediction of Imminent ICP Insults During Neurocritical Care of Traumatic Brain Injury.

Neurocritical care Sep 25, 2024
BACKGROUND: In neurointensive care, increased intracranial pressure (ICP) is a feared secondary brain insult in traumatic brain injury (TBI). A system that predicts ICP insults before they emerge may facilitate early optimization of the physiology, w...
Female Aged Young Adult Humans Machine Learning Brain Injuries, Traumatic Intracranial Pressure Intracranial Hypertension Critical Care Adult Male Middle Aged
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Using Artificial Intelligence to Predict Intracranial Hypertension in Patients After Traumatic Brain Injury: A Systematic Review.

Neurocritical care Jan 11, 2024
Intracranial hypertension (IH) is a key driver of secondary brain injury in patients with traumatic brain injury. Lowering intracranial pressure (ICP) as soon as IH occurs is important, but a preemptive approach would be more beneficial. We systemati...
Humans Intracranial Hypertension Brain Injuries, Traumatic Intracranial Pressure Artificial Intelligence Machine Learning
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Development of a Deep Learning-Based System for Optic Nerve Characterization in Transorbital Ultrasound Images on a Multicenter Data Set.

Ultrasound in medicine & biology Jun 23, 2023
OBJECTIVE: Characterization of the optic nerve through measurement of optic nerve diameter (OND) and optic nerve sheath diameter (ONSD) using transorbital sonography (TOS) has proven to be a useful tool for the evaluation of intracranial pressure (IC...
Optic Nerve Humans Intracranial Pressure Intracranial Hypertension Deep Learning Ultrasonography
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A Deep Learning Framework for Deriving Noninvasive Intracranial Pressure Waveforms from Transcranial Doppler.

Annals of neurology Jun 1, 2023
Increased intracranial pressure (ICP) causes disability and mortality in the neurointensive care population. Current methods for monitoring ICP are invasive. We designed a deep learning framework using a domain adversarial neural network to estimate ...
Cerebrovascular Circulation Ultrasonography, Doppler, Transcranial Intracranial Pressure Intracranial Hypertension Blood Pressure Humans Deep Learning
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Detection of increased intracranial pressure in trans-oral robotic thyroidectomy using optic nerve sheath diameter measurement.

Head & neck Nov 5, 2022
BACKGROUND: During transoral robot-assisted thyroidectomy, there is a risk of increasing intracranial pressure because the site of CO insufflation is narrow and close to the brain.
Humans Robotic Surgical Procedures Carbon Dioxide Intracranial Hypertension Thyroidectomy Optic Nerve Ultrasonography Robotics Intracranial Pressure
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Development and External Validation of a Machine Learning Model for the Early Prediction of Doses of Harmful Intracranial Pressure in Patients with Severe Traumatic Brain Injury.

Journal of neurotrauma Sep 13, 2022
Treatment and prevention of elevated intracranial pressure (ICP) is crucial in patients with severe traumatic brain injury (TBI). Elevated ICP is associated with secondary brain injury, and both intensity and duration of an episode of intracranial hy...
Intracranial Pressure Intracranial Hypertension Brain Injuries Clinical Decision Rules Monitoring, Physiologic Arterial Pressure Computer Simulation Adult Brain Injuries, Traumatic Humans Machine Learning
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Non-Invasive Estimation of Intracranial Pressure by Diffuse Optics: A Proof-of-Concept Study.

Journal of neurotrauma Jul 7, 2020
Intracranial pressure (ICP) is an important parameter to monitor in several neuropathologies. However, because current clinically accepted methods are invasive, its monitoring is limited to patients in critical conditions. On the other hand, there ar...
Neurophysiological Monitoring Adult Male Infant Neural Networks, Computer Female Infant, Newborn Intracranial Hypertension Spectroscopy, Near-Infrared Signal Processing, Computer-Assisted Child, Preschool Proof of Concept Study Intracranial Pressure Cerebrovascular Circulation Humans
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