Predicting the laterality of temporal lobe epilepsy from PET, MRI, and DTI: A multimodal study.

ABSTRACT: Pre-surgical evaluation of patients with temporal lobe epilepsy (TLE) relies on information obtained from multiple neuroimaging modalities. The relationship between modalities and their combined power in predicting the seizure focus is currently unknown. We investigated asymmetries from three different modalities, PET (glucose metabolism), MRI (cortical thickness), and diffusion tensor imaging (DTI; white matter anisotropy) in 28 left and 30 right TLE patients (LTLE and RTLE). Stepwise logistic regression models were built from each modality separately and from all three combined, while bootstrapped methods and split-sample validation verified the robustness of predictions. Among all multimodal asymmetries, three PET asymmetries formed the best predictive model (100% success in full sample

SUBMITTER: Pustina D 

PROVIDER: S-EPMC4536304 | biostudies-literature | 2015

REPOSITORIES: biostudies-literature