1. An ordinal clinical score predicts seizure freedom after minimally invasive epilepsy surgery
- Author
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Adam S. Dickey, Katie L. Bullinger, Dayton Grogan, Melissa M. Asmar, Abdulrahman Alwaki, Ammar Kheder, Veeresh Kumar N. Shivamurthy, Razan R. Faraj, Alexander Greven, Jon T. Willie, Daniel L. Drane, and Robert E. Gross
- Subjects
Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Objective To predict one‐year seizure freedom, using a combination of relevant clinical variables, following stereotactic laser amygdalohippocampotomy for mesial temporal lobe epilepsy in a series of 101 patients. Methods Eight predictors of seizure freedom were selected based on their association with medial temporal lobe epilepsy: (1) MRI evidence of mesial temporal sclerosis (MTS); (2) unitemporal interictal epileptiform discharges; (3) absence of generalized tonic–clonic seizures; (4) history of febrile seizures; (5) onset of epilepsy ≤16 years; (6) absence of an auditory, visual, or vertiginous aura; and (7) unitemporal ictal onset; (8) unitemporal PET hypometabolism. We compared four multivariate models: “MTS,” using just evidence of MTS; “FULL,” using all eight binary predictors; “AIC” using backwards selection of variables; and “SCORE,” using a 0‐to‐8‐point ordinal score awarding one point for each binary predictor. Results In univariate analysis, significant predictors for seizure freedom were evidence of mesial temporal sclerosis (p = 0.011, Fisher exact) and unitemporal interictal discharges (p = 0.005). For multivariate prediction (using leave one‐out cross‐validation), the ordinal SCORE model had a significantly higher area under the curve (AUC 0.70) than the other three models: MTS (AUC 0.54, p = 0.002, Delong's test), FULL (AUC 0.62, p = 0.003), or AIC (AUC 0.53, p
- Published
- 2024
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