Automated fusion of multimodal imaging data for identifying epileptogenic lesions in patients with inconclusive magnetic resonance imaging

Automated fusion of multimodal imaging data for identifying epileptogenic lesions in patients with inconclusive magnetic resonance imaging

Many methods applied to data acquired by various imaging modalities have been evaluated for their benefit in localizing lesions in magnetic resonance (MR) negative epilepsy patients. No approach has proven to be a stand-alone method with sufficiently high sensitivity and specificity. The presented s...

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Bibliographic Details
Main Authors: Bartoň, M. (Author), Bartoňová, M. (Author), Brázdil, M. (Author), Doležalová, I. (Author), Gajdoš, M. (Author), Kojan, M. (Author), Lamoš, M. (Author), Mareček, R. (Author), Mikl, M. (Author), Pail, M. (Author), Pažourková, M. (Author), Rektor, I. (Author), Říha, P. (Author), Strýček, O. (Author), Vojtíšek, L. (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
Subjects:
adult
Adult
area under the curve
Article
brain electrophysiology
brain tissue
classifier
clinical outcome
controlled study
data fusion
diagnostic imaging
diagnostic test accuracy study
diffusion weighted imaging
electroencephalography
Electroencephalography
Epilepsies, Partial
epileptic discharge
epileptic focus
epileptic patient
female
Female
focal epilepsy
gray matter
histopathology
human
human tissue
Humans
Magnetic Resonance Imaging
major clinical study
male
Male
multimodal imaging
Multimodal Imaging
neuroimaging
Neuroimaging
nonlesional epilepsy
nuclear magnetic resonance imaging
positron emission tomography
Positron-Emission Tomography
priority journal
procedures
receiver operating characteristic
seizure onset zone
sensitivity and specificity
single photon emission computed tomography
Tomography, Emission-Computed, Single-Photon
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