Multicenter Volumetric Assessment of Artifactual Hypoperfusion Patterns using Automated CT Perfusion Imaging.
James E SieglerAndrew OlsenJohannes Pulst-KorenbergDaniel CristanchoJon RosenbergLindsay RaabBrett CucchiaraSteven R MessePublished in: Journal of neuroimaging : official journal of the American Society of Neuroimaging (2019)
Nearly half of patients had evidence of artifactual penumbral imaging on automated CTP, which rarely lead to misclassification of thrombectomy eligibility. Although artifactual findings are reliably identified by trained raters, our results emphasize the need to evaluate CTP results with knowledge of the patient's clinical symptoms and vascular imaging.
Keyphrases
- high resolution
- end stage renal disease
- machine learning
- high throughput
- chronic kidney disease
- deep learning
- healthcare
- newly diagnosed
- ejection fraction
- prognostic factors
- peritoneal dialysis
- case report
- magnetic resonance
- clinical trial
- photodynamic therapy
- acute ischemic stroke
- cognitive impairment
- cross sectional
- fluorescence imaging
- depressive symptoms
- resistance training
- positron emission tomography
- pet ct