Visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy

dc.contributor.authorŁabieniec, Łukasz
dc.contributor.authorLisowski, Łukasz
dc.contributor.authorPetrache, Horia I.
dc.contributor.authorHładuński, Marcin
dc.contributor.authorKonopińska, Joanna
dc.contributor.authorKochanowicz, Jan
dc.contributor.authorSzymański , Krzysztof R.
dc.contributor.departmentPhysics, School of Science
dc.date.accessioned2024-04-30T13:49:47Z
dc.date.available2024-04-30T13:49:47Z
dc.date.issued2022-12-12
dc.description.abstractDiffusion-weighted magnetic resonance imaging of the human optic nerve and tract is technically difficult because of its small size, the inherent strong signal generated by the surrounding fat and the cerebrospinal fluid, and due to eddy current-induced distortions and subject movement artifacts. The effects of the bone canal through which the optic nerve passes, and the proximity of blood vessels, muscles and tendons are generally unknown. Also, the limited technical capabilities of the scanners and the minimization of acquisition times result in poor quality diffusion-weighted images. It is challenging for current tractography methods to accurately track optic pathway fibers that correspond to known anatomy. Despite these technical limitations and low image resolution, here we show how to visualize the optic nerve and tract and quantify nerve atrophy. Our visualization method based on the analysis of the diffusion tensor shows marked differences between a healthy male subject and a male subject with progressive optic nerve neuropathy. These differences coincide with diffusion scalar metrics and are not visible on standard morphological images. A quantification of the degree of optic nerve atrophy in a systematic way is provided and it is tested on 9 subjects from the Human Connectome Project.
dc.eprint.versionFinal published version
dc.identifier.citationŁabieniec, Ł., Lisowski, Ł., Petrache, H. I., Hładuński, M., Konopińska, J., Kochanowicz, J., & Szymański, K. R. (2022). Visualization of human optic nerve by diffusion tensor mapping and degree of neuropathy. PLOS ONE, 17(12), e0278987. https://doi.org/10.1371/journal.pone.0278987
dc.identifier.urihttps://hdl.handle.net/1805/40364
dc.language.isoen_US
dc.publisherPLOS
dc.relation.isversionof10.1371/journal.pone.0278987
dc.relation.journalPLoS ONE
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.sourcePublisher
dc.subjectmagnetic resonanc
dc.subjectimaging
dc.subjectoptic nerve
dc.subjectimage resolution
dc.subjectHuman Connectome Project
dc.titleVisualization of human optic nerve by diffusion tensor mapping and degree of neuropathy
dc.typeArticle
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