SMT: Split and merge tractography for DT-MRI

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4792 LNCS, Issue PART 2, 2007, Pages 153-160

  Bozkaya, Uǧur ^a   Acar, Burak ^a  

^a BOGAZICI UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; MARKOV PROCESSES; MONTE CARLO METHODS; TENSORS;

DIFFUSION TENSORS; MERGE TRACTOGRAPHY;

MAGNETIC RESONANCE IMAGING;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; BRAIN; COMPUTER ASSISTED DIAGNOSIS; CYTOLOGY; DIFFUSION WEIGHTED IMAGING; EVALUATION; HUMAN; IMAGE ENHANCEMENT; METHODOLOGY; MYELINATED NERVE; NERVE TRACT; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; THREE DIMENSIONAL IMAGING; ULTRASTRUCTURE;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BRAIN; DIFFUSION MAGNETIC RESONANCE IMAGING; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; NERVE FIBERS, MYELINATED; NEURAL PATHWAYS; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 84883838930     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-75759-7_19     Document Type: Conference Paper

References (18)

1. Basser, P., Mattiello, J., LeBihan, D.: Estimation of the effective self-diffusion tensor from the NMR spin echo. J. Magn. Reson. B 103, 247-254 (1994)
2. Basser, P.: Inferring microstructural features and the physiological state of tissues from diffusion-weighted images. NMR Biomed. 8, 333-344 (1995)
3. Basser, P., Pierpaoli, C.: Microstructural and physiological features of tissues elucidated by quantitative diffusion tensor mri. J. Magn. Reson. B 111, 209-219 (1996)
4. Liu, C., Bammer, R., Acar, B., Moseley, M.: Characterizing non-gaussian diffusion by using generalized diffusion tensors. Magnetic Resonance in Medicine 51, 924-937 (2004)
5. Basser, P., Pajevic, S., Pierpaoli, C., Duda, J., Aldroubi, A.: In vivo fiber tractography using dt-mri data. Magn. Reson. Med. 44, 625-632 (2000)
6. Tench, C., Morgan, P., Wilson, M., Blumhardt, L.: White matter mapping using diffusion tensor MRI. Magnetic Resonance in Medicine 47, 967-972 (2002)
7. Bammer, R., Acar, B., Moseley, M.: In vivo mr tractography using diffusion imaging. European J. Radiology 45, 223-234 (2003)
8. Lazar, M., Alexander, A.: An error analysis of white matter tractography methods: synthetic diffusion tensor field simulations. Neuroimage 20, 1140-1153 (2003)
9. Koch, M., Norris, D., Hund-Georgiadis, M.: An investigation of functional and anatomical connectivity using magnetic resonance imaging. Neuroimage 16, 241-250 (2002)
10. Hagmann, P., Thiran, J., Vandergheynst, P., Clarke, S., Meuli, R.: Statistical fiber tracking on DT-MRI data as a potential tool for morphological brain studies. In: ISMRM Workshop on Diffusion MRI: Biophysical Issues (2000)
11. Chung, M., Lazar, M., Alexander, A., Lu, Y., Davidson, R.: Probabilistic connectivity measure in diffusion tensor imaging via anisotropic kernel smoothing. Technical Report 1081, University of Wisconsin (2003)
12. Lenglet, C., Deriche, R., Faugeras, O.: Diffusion tensor magnetic resonance imaging: Brain connectivity mapping. Technical Report 4983, INRIA, Sophia-Antipolis, France (2003)
13. Bozkaya, U.: SMT: Split/merge fiber tractography for MR-DTI. Master's thesis, Bogazici University, Biomedical Engineering Institute, Istanbul, Turkey (2006)
14. Bozkaya, U., Acar, B.: SMT: Split/merge fiber tractography for MR-DTI. In: ESM-RMB 2006, Warsaw, Poland (2006)
15. Hagmann, P., Thiran, J., Jonasson, L., Vandergheynst, P., Clarke, S., Maeder, P., Meuli, R.: DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection. Neuroimage 19, 545-554 (2003)
16. Lazar, M., Alexander, A.: Bootstrap white matter tractography (BOOT-TRAC). Neuroimage 24, 524-532 (2005)
17. Chib, S., Greenberg, E.: Understanding the Metropolis-Hastings algorithm. The American Statistician 49, 327-335 (1995)
18. Sherbondy, A., Akers, D., Mackenzie, R., Dougherty, R., Wandell, B.: Exploring connectivity of the brain's white matter with dynamic queries. IEEE Trans. Vis. Comput. Graph. 11, 419-430 (2005)