AIMC Topic: Intracranial Hypotension

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Identifying Patients with CSF-Venous Fistula Using Brain MRI: A Deep Learning Approach.

AJNR. American journal of neuroradiology Apr 8, 2024
BACKGROUND AND PURPOSE: Spontaneous intracranial hypotension is an increasingly recognized condition. Spontaneous intracranial hypotension is caused by a CSF leak, which is commonly related to a CSF-venous fistula. In patients with spontaneous intrac...
Humans Brain Reproducibility of Results Middle Aged Deep Learning Magnetic Resonance Imaging Cerebrospinal Fluid Leak Fistula Abnormalities, Multiple Intracranial Hypotension Myelography
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Support Vector Machine-based Spontaneous Intracranial Hypotension Detection on Brain MRI.

Clinical neuroradiology Oct 19, 2021
BACKGROUND AND PURPOSE: To develop a fully automatic algorithm for the magnetic resonance imaging (MRI) identification of patients with spontaneous intracranial hypotension (SIH).
Humans Brain Support Vector Machine Magnetic Resonance Imaging Cerebrospinal Fluid Leak Intracranial Hypotension
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Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network Analysis.

Journal of neurosurgical anesthesiology Oct 1, 2018
BACKGROUND: Hemodynamic instability and cardiovascular events heavily affect the prognosis of traumatic brain injury. Physiological signals are monitored to detect these events. However, the signals are often riddled with faulty readings, which jeopa...
Humans Machine Learning Female Aged Young Adult Adult Male Cardiovascular Diseases Middle Aged Prevalence Hemodynamics Adolescent Brain Injuries, Traumatic Predictive Value of Tests Artifacts False Positive Reactions Cerebrovascular Circulation Tachycardia Intracranial Hypotension
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