AIMC Topic: Unconsciousness

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Predictive modeling in pediatric traumatic brain injury using machine learning.

BMC medical research methodology Mar 17, 2015
BACKGROUND: Pediatric traumatic brain injury (TBI) constitutes a significant burden and diagnostic challenge in the emergency department (ED). While large North American research networks have derived clinical prediction rules for the head injured ch...
Unconsciousness Child ROC Curve Logistic Models Models, Theoretical Case-Control Studies Child, Preschool Male Skull Fractures Multivariate Analysis Injury Severity Score Vomiting Population Surveillance Accidents, Traffic Brain Injuries Machine Learning Algorithms Humans Tomography, X-Ray Computed Female Databases, Factual Retrospective Studies
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G-Induced Loss of Consciousness Prediction Using a Support Vector Machine.

Aerospace medicine and human performance Jan 1, 2024
Gravity-induced loss of consciousness (G-LOC) is a major threat to fighter pilots and may result in fatal accidents. The brain has a period of 5-6 s from the onset of high +G exposure, called the functional buffer period, during which transient isch...
Humans Brain Aerospace Medicine Unconsciousness Support Vector Machine Centrifugation
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Detection of Brain Activation in Unresponsive Patients with Acute Brain Injury.

The New England journal of medicine Jun 27, 2019
BACKGROUND: Brain activation in response to spoken motor commands can be detected by electroencephalography (EEG) in clinically unresponsive patients. The prevalence and prognostic importance of a dissociation between commanded motor behavior and bra...
Adult Male Aged Support Vector Machine Brain Injuries Middle Aged Cognition Brain Prognosis Intensive Care Units Female Humans Prospective Studies Glasgow Coma Scale Glasgow Outcome Scale Motor Activity Unconsciousness Neurologic Examination Electroencephalography Reference Values Area Under Curve
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A case of G-LOC in a propeller aircraft.

Aviation, space, and environmental medicine Jun 1, 1990
The occurrence of +Gz-induced loss of consciousness (G-LOC) is well recognized in high-performance aircraft. A case of G-LOC is described involving a co-pilot on a flying instructor's course in a propeller-driven aircraft, the CT-4. The cause of G-LO...
Aircraft Aerospace Medicine Unconsciousness Gravitation Adult Male Humans
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