Name
Title | ||
|---|---|---|
Neighborhood resolved fiber orientation distributions (NRFOD) in automatic labeling of white matter fiber pathways. |
Abstract | ||
|---|---|---|
•A novel descriptive fiber representation based on Neighborhood Resolved Fiber Orientation Distributions (NRFOD) along the fibers is proposed.•The proposed fiber representation allows the definition of a translation-invariant fiber-to-fiber distance measure (NRFODD), which is very useful for comparing fibers extracted from different subject spaces.•The new fiber representation and distance measure are used in an automatic fiber clustering framework that combines ROI-based and similarity-based approaches.•The proposed fiber clustering method is validated on brainstem fibers but is generalizable to other fibers in the brain. |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1016/j.media.2018.02.008 | Medical Image Analysis |
Keywords | Field | DocType |
White matter fiber clustering,Neighborhood resolved fiber orientation distribution (NRFOD) representation,Brain stem fiber pathways,Diffusion MRI,Corticospinal tract (CST),Medial lemniscus (ML),Middle cerebellar peduncle (MCP),Superior cerebellar peduncle (SCP),Inferior cerebellar peduncle (ICP),Density-based clustering | Population,Superior cerebellar peduncle,Human Connectome Project,Pattern recognition,Fiber,Inferior cerebellar peduncle,Middle cerebellar peduncle,Artificial intelligence,Cluster analysis,Mathematics,Corticospinal tract | Journal |
Volume | ISSN | Citations |
46 | 1361-8415 | 0 |
PageRank | References | Authors |
0.34 | 27 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Devran Ugurlu | 1 | 0 | 0.34 |
| Zeynep Firat | 2 | 9 | 2.52 |
| Ture, U. | 3 | 3 | 1.15 |
| Gozde Unal | 4 | 272 | 26.75 |