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Automated Segmentation of Cortical Grey Matter from T1-Weighted MRI Images
Published on: January 7, 2019
Multimodality Image Post-processing in Detection of Extratemporal MRI-Negative Cortical Dysplasia
Wen-Han Hu1,2, Xiu Wang3, Li-Na Liu4
1Stereotactic and Functional Neurosurgery Laboratory, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China.
PET/MRI offers the highest detection rate for MRI-negative focal cortical dysplasia (FCD), complementing other techniques like morphometric analysis program (MAP) and statistical parametric mapping (SPM-PET) for improved surgical outcomes.
Area of Science:
- Neuroimaging
- Epileptology
- Neurosurgery
Background:
- Focal cortical dysplasia (FCD) is a common cause of medically refractory epilepsy.
- Diagnosing MRI-negative FCD presents a significant challenge in presurgical evaluation.
- Advanced imaging post-processing techniques are crucial for identifying the epileptogenic zone.
Purpose of the Study:
- To evaluate the diagnostic performance of individual and combined image post-processing techniques for extratemporal MRI-negative FCD.
- To compare the detection rates of morphometric analysis program (MAP), PET/MRI co-registration, and SPM-PET.
- To correlate imaging findings with stereoelectroencephalography (SEEG) and histopathology.
Main Methods:
- Analysis of 33 patients with histologically proven, MRI-negative FCD undergoing extratemporal operations.
- Application and comparison of MAP, PET/MRI co-registration, and SPM-PET.
- Comparison of identified epileptogenic zones with SEEG and histopathological findings.
Main Results:
- PET/MRI demonstrated the highest detection rate (90.9%) for FCD, particularly for types II and IIA.
- Combined techniques achieved a 97.0% detection rate.
- MAP detected 24.2% and SPM-PET detected 57.6% of lesions.
- 26 out of 33 patients (78.8%) achieved seizure freedom post-surgery.
Conclusions:
- MAP, PET/MRI, and SPM-PET provide complementary information for FCD detection and surgical planning.
- PET/MRI is highly effective for detecting extratemporal MRI-negative FCD.
- These advanced imaging modalities aid in intracranial electrode placement and lesion resection, improving surgical outcomes.
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