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Free water modeling of peritumoral edema using multi-fiber tractography: Application to tracking the arcuate fasciculus for neurosurgical planning
- Source :
- PLoS ONE, Vol 13, Iss 5, p e0197056 (2018), PLoS ONE
- Publication Year :
- 2018
- Publisher :
- Public Library of Science (PLoS), 2018.
-
Abstract
- PURPOSE Peritumoral edema impedes the full delineation of fiber tracts due to partial volume effects in image voxels that contain a mixture of cerebral parenchyma and extracellular water. The purpose of this study is to investigate the effect of incorporating a free water (FW) model of edema for white matter tractography in the presence of edema. MATERIALS AND METHODS We retrospectively evaluated 26 consecutive brain tumor patients with diffusion MRI and T2-weighted images acquired presurgically. Tractography of the arcuate fasciculus (AF) was performed using the two-tensor unscented Kalman filter tractography (UKFt) method, the UKFt method with a reduced fiber tracking stopping fractional anisotropy (FA) threshold (UKFt+rFA), and the UKFt method with the addition of a FW compartment (UKFt+FW). An automated white matter fiber tract identification approach was applied to delineate the AF. Quantitative measurements included tract volume, edema volume, and mean FW fraction. Visual comparisons were performed by three experts to evaluate the quality of the detected AF tracts. RESULTS The AF volume in edematous brain hemispheres was significantly larger using the UKFt+FW method (p
- Subjects :
- Central Nervous System
Male
Partial volume
lcsh:Medicine
Brain Edema
Pathology and Laboratory Medicine
Nervous System
030218 nuclear medicine & medical imaging
Diagnostic Radiology
0302 clinical medicine
Nerve Fibers
Animal Cells
Edema
Medicine and Health Sciences
Arcuate fasciculus
Blastomas
lcsh:Science
Neurological Tumors
Neurons
Brain Mapping
Multidisciplinary
medicine.diagnostic_test
Brain Neoplasms
Radiology and Imaging
Physics
Glioma
Middle Aged
Condensed Matter Physics
Magnetic Resonance Imaging
medicine.anatomical_structure
Diffusion Tensor Imaging
Oncology
Neurology
Physical Sciences
Female
medicine.symptom
Cellular Types
Anatomy
Tractography
Research Article
Adult
Materials science
Imaging Techniques
Brain Morphometry
Materials Science
Material Properties
Models, Neurological
Neuroimaging
Research and Analysis Methods
White matter
03 medical and health sciences
Signs and Symptoms
Diagnostic Medicine
Fractional anisotropy
medicine
Humans
Aged
Retrospective Studies
business.industry
lcsh:R
Biology and Life Sciences
Cancers and Neoplasms
Magnetic resonance imaging
Cell Biology
Diffusion Magnetic Resonance Imaging
Cellular Neuroscience
Anisotropy
lcsh:Q
Nuclear medicine
business
030217 neurology & neurosurgery
Glioblastoma Multiforme
Diffusion MRI
Neuroscience
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 13
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....a6f880b2454be996b68fe6dae528edd3