Interactive computation and visualization of structural connectomes in real-time
Conference paper
Chamberland, Maxime, Gray, William, Descoteaux, Maxime and Jones, Derek K.. (2017). Interactive computation and visualization of structural connectomes in real-time. First International Workshop, CNI 2017. Springer. pp. 35-41 https://doi.org/10.1007/978-3-319-67159-8_5
Authors | Chamberland, Maxime, Gray, William, Descoteaux, Maxime and Jones, Derek K. |
---|---|
Type | Conference paper |
Abstract | Structural networks contain high dimensional data that raise huge computational and visualization problems, especially when attempting to characterise them using graph theory. As a result, it can be non-intuitive to grasp the contribution of each edge within a graph, both at a local and global scale. Here, we introduce a new platform that enables tractography-based networks to be explored in a highly interactive real-time fashion. The framework allows one to interactively tune graph-related parameters on the fly, as opposed to conventional visualization softwares that rely on pre-computed connectivity matrices. From a neurosurgical perspective, the method also provides enhanced understanding regarding the potential removal of a specific node or transection of an edge from the network, allowing surgeons and clinicians to discern the value of each node. |
Keywords | clustering algorithms; computation theory; graph theory; medical imaging; neuroimaging; visualization |
Year | 2017 |
Journal | Lecture Notes in Computer Science |
Publisher | Springer |
ISSN | 0302-9743 |
1611-3349 | |
Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-319-67159-8_5 |
Open access | Published as green open access |
Author's accepted manuscript | License All rights reserved File Access Level Open |
Publisher's version | License All rights reserved File Access Level Controlled |
Journal citation | 10511, pp. 35-41 |
Book title | Connectomics in NeuroImaging : First International Workshop, CNI 2017 |
Page range | 35-41 |
ISBN | 9783319671581 |
9783319671598 | |
Research Group | Mary MacKillop Institute for Health Research |
https://acuresearchbank.acu.edu.au/item/8q8x6/interactive-computation-and-visualization-of-structural-connectomes-in-real-time
Download files
Author's accepted manuscript
AM_Chamberland_2017_Interactive_Computation_and_Visualization_of_structural.pdf | |
License: All rights reserved | |
File access level: Open |
Restricted files
Publisher's version
115
total views48
total downloads0
views this month0
downloads this month