Prediction of Large Vessel Occlusion Stroke Using Clinical Registries for Research.
Adam H de HavenonIyanuoluwa AyodeleBrooke AlhantiBrian Mac GroryYing XianGregg FonarowEric Edward SmithBradford B WorrallPublished in: Neurology (2024)
We found that 30% of adult acute ischemic stroke patients in GWTG-Stroke have LVO and that the combination of clinical covariates and NIHSS is only moderately predictive of LVO status. These results are consistent with previous studies and suggest it may not be possible to retrospectively predict LVO with high accuracy in data sets without vascular neuroimaging.
Keyphrases
- acute ischemic stroke
- end stage renal disease
- atrial fibrillation
- ejection fraction
- chronic kidney disease
- newly diagnosed
- peritoneal dialysis
- big data
- electronic health record
- patient reported outcomes
- artificial intelligence
- cerebral ischemia
- blood brain barrier
- subarachnoid hemorrhage
- data analysis
- patient reported
- case control