1. A Fully Automatic Method for Optic Radiation Tractography Applicable to Multiple Sclerosis Patients
- Author
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Xavier Leclerc, Olivier Outteryck, Romain Viard, Julien Dumont, Jean-Pierre Pruvo, Jean-Baptiste Davion, Grégory Kuchcinski, and Renaud Lopes
- Subjects
Multiple Sclerosis ,Visual acuity ,050105 experimental psychology ,White matter ,Automation ,03 medical and health sciences ,Nerve Fibers ,0302 clinical medicine ,Sørensen–Dice coefficient ,Humans ,Medicine ,Visual Pathways ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Reproducibility ,Radiological and Ultrasound Technology ,Receiver operating characteristic ,medicine.diagnostic_test ,business.industry ,05 social sciences ,Reproducibility of Results ,Magnetic resonance imaging ,medicine.anatomical_structure ,Neurology ,Neurology (clinical) ,Anatomy ,medicine.symptom ,business ,Nuclear medicine ,030217 neurology & neurosurgery ,Optic radiation ,Tractography - Abstract
The optic radiations (OR) are white matter tracts forming the posterior part of the visual ways. As an important inter-individual variability exists, atlases may be inefficient to locate the OR in a given subject. We designed a fully automatic method to delimitate the OR on a magnetic resonance imaging using tractography. On 15 healthy subjects, we evaluated the validity of our method by comparing the outputs to the Julich post-mortem histological atlas, and its reproducibility. We also evaluated its feasibility on 98 multiple sclerosis (MS) patients. We correlated different visual outcomes with the inflammatory lesions volume within the OR reconstructed with different methods (our method, atlas, TractSeg). Our method reconstructed the OR bundle in all healthy subjects (
- Published
- 2020