Combined Sensitivity and Specificity of Cortical Lesions and Central Vein Sign for MS Diagnosis and Differential Diagnosis
NCT04369898 · Status: COMPLETED · Type: OBSERVATIONAL · Enrollment: 1051
Last updated 2024-01-22
Summary
This study investigates the specificity/sensitivity of the combined presence of cortical lesions (CLs)/leuco-cortical lesions (LCLs) and central veins sign (CVs) for multiple sclerosis (MS) diagnosis and differential diagnosis.
Conditions
- Multiple Sclerosis)
Interventions
- OTHER
-
Image analysis/ Central vein detection
Image analysis/ Central vein detection will be performed using a fully automated approach based on an ensemble of 3D convolutional neural Networks. The method is applied to T1w, T2w and T2\*w data . Results will be manually reviewed by 2 experts in CVs detection. MRI data must have been collected at 3 Tesla (3T) between 1990 and 2020 and must include T1 w, T2 w, T2-star based sequence (CVs detection).
- OTHER
-
Image analysis/ Automatic cortical lesion detection
Image analysis/ Automatic cortical lesion detection will be performed by using a convolutional neural network-based method. MRI data must have been collected at 3T between 1990 and 2020 and must include Double inversion recovery (DIR)/Phase-Sensitive Inversion Recovery (PSIR)/Magnetization Prepared - 2- RApid Gradient Echo Gradient Echo (MP2RAGE) (eventually also high spatial resolution Magnetization Prepared - RApid Gradient Echo (MPRAGE)) for cortical lesion detection.
Sponsors & Collaborators
-
University Hospital, Basel, Switzerland
lead OTHER
Principal Investigators
-
Cristina Granziera, Prof. · Translational Imaging in Neurology, University Hospital Basel
Eligibility
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2010-06-01
- Primary Completion
- 2022-12-31
- Completion
- 2023-09-30
Countries
- Switzerland
Study Locations
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