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Output details

11 - Computer Science and Informatics

University of York

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Output 98 of 139 in the submission
Article title

Probabilistic white matter fiber tracking using particle filtering and von Mises-Fisher sampling

Type
D - Journal article
Title of journal
MEDICAL IMAGE ANALYSIS
Article number
-
Volume number
13
Issue number
1
First page of article
5
ISSN of journal
1361-8415
Year of publication
2009
Number of additional authors
3
Additional information

<23>First fully documented attempt to use particle filtering for tractogarphy in DT-MRI. Undertaken in collaboration with Gerig at UNC. Zhang's was RS supervised by Hancock, whose visit to at UNC was funded by Department Gibbs Plessey award. Thesis was runner up in 2009 BCS distinguished dissertation competition. Theoretical rigour comes from Bayesian modelling of fiber propagation using Fisher von Mises sampling. Experimental comparison with competitor methods available at the time. Paper influential on current work in fiber tractography, including groups at Harvard and CNRS. Work instrumental in securing Hancock's Wolfson Research Merit Award.

Interdisciplinary
-
Cross-referral requested
-
Research group
H - Computer Vision and Pattern Recognition
Citation count
23
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-