CT-Based Classification of Acute Cerebral Edema: Association with Intracranial Pressure and Outcome.
Stefanie LietkeStefan ZausingerMaximilian PatzigMarkus HoltmanspötterMathias KunzPublished in: Journal of neuroimaging : official journal of the American Society of Neuroimaging (2020)
The proposed CT-based grading of extent of cerebral edema significantly correlated with ICP and outcome in TBI, SAH, and ICH patients and might be helpful for standardized description of CT-images and as parameter for clinical studies, for example, measuring effects of antiedematous therapies.
Keyphrases
- image quality
- dual energy
- computed tomography
- contrast enhanced
- end stage renal disease
- deep learning
- subarachnoid hemorrhage
- traumatic brain injury
- positron emission tomography
- ejection fraction
- chronic kidney disease
- newly diagnosed
- machine learning
- magnetic resonance imaging
- liver failure
- prognostic factors
- peritoneal dialysis
- magnetic resonance
- convolutional neural network
- optical coherence tomography
- intensive care unit
- drug induced
- cerebral blood flow
- aortic dissection