Mathematical Models for Diffusion MRI Processing
C. Lenglet
(1, 2)
,
J. S. W. Campbell
(3, 4)
,
Maxime Descoteaux
(5)
,
G. Haro
(6)
,
P. Savadjiev
(7)
,
Demian Wassermann
(8, 9)
,
Alfred Anwander
(10)
,
Rachid Deriche
(8)
,
G Bruce Pike
(3)
,
Guillermo Sapiro
(1)
,
K. Siddiqi
(4)
,
P. Thompson
(11)
1
ECE -
Department of Electrical and Computer Engineering [Minneapolis]
2 CMRR - Center for Magnetic Resonance Research [Minneapolis]
3 MNI - McConnell Brain Imaging Centre
4 Center for Intelligent Machines [Montréal]
5 NEUROSPIN - Service NEUROSPIN
6 ETIC / UPF - Departament de Tecnologies de la Informació i les Comunicacions [Barcelona]
7 Departments of Psychiatry and Radiology [Boston]
8 ODYSSEE - Computer and biological vision
9 Department of Computer Science [Buenos Aires]
10 IMPNSC - Max Planck Institute for Human Cognitive and Brain Sciences [Leipzig]
11 LONI - Laboratory of Neuro Imaging [Los Angeles]
2 CMRR - Center for Magnetic Resonance Research [Minneapolis]
3 MNI - McConnell Brain Imaging Centre
4 Center for Intelligent Machines [Montréal]
5 NEUROSPIN - Service NEUROSPIN
6 ETIC / UPF - Departament de Tecnologies de la Informació i les Comunicacions [Barcelona]
7 Departments of Psychiatry and Radiology [Boston]
8 ODYSSEE - Computer and biological vision
9 Department of Computer Science [Buenos Aires]
10 IMPNSC - Max Planck Institute for Human Cognitive and Brain Sciences [Leipzig]
11 LONI - Laboratory of Neuro Imaging [Los Angeles]
Demian Wassermann
- Function : Author
- PersonId : 1966
- IdHAL : demian-wassermann
- ORCID : 0000-0001-5194-6056
- IdRef : 150218338
Alfred Anwander
- Function : Author
- PersonId : 841832
Guillermo Sapiro
- Function : Author
- PersonId : 853810
Abstract
In this article, we review recent mathematical models and computational methods for the processing of diffusion Magnetic Resonance Images, including state-of-the-art reconstruction of diffusion models, cerebral white matter connectivity analysis, and segmentation techniques. We focus on Diffusion Tensor Images (DTI) and Q-Ball Images (QBI).