Detection of covert lesions in focal epilepsy using computational analysis of multimodal magnetic resonance imaging data.
Baris KanberSjoerd B VosJane de TisiTobias C WoodGareth J BarkerRoman RodionovFahmida Amin ChowdhuryMaria ThomDaniel C AlexanderJohn Sidney DuncanGavin P WinstonPublished in: Epilepsia (2021)
Computational analysis of multimodal MRI data revealed covert abnormalities in the majority of patients with refractory focal epilepsy and radiologically normal MRI that co-located with SEEG defined zones of seizure onset. The method could help identify areas that should be targeted with SEEG when considering epilepsy surgery.
Keyphrases
- magnetic resonance imaging
- contrast enhanced
- temporal lobe epilepsy
- electronic health record
- diffusion weighted imaging
- big data
- minimally invasive
- computed tomography
- pain management
- coronary artery bypass
- magnetic resonance
- cancer therapy
- data analysis
- label free
- machine learning
- atrial fibrillation
- deep learning
- real time pcr