Paper Info
Title
Fusing DTI and fMRI data: A survey of methods and applications.
Abstract
The relationship between brain structure and function has been one of the centers of research in neuroimaging for decades. In recent years, diffusion tensor imaging (DTI) and functional magnetic resonance imaging (fMRI) techniques have been widely available and popular in cognitive and clinical neurosciences for examining the brain's white matter (WM) micro-structures and gray matter (GM) functions, respectively. Given the intrinsic integration of WM/GM and the complementary information embedded in DTI/fMRI data, it is natural and well-justified to combine these two neuroimaging modalities together to investigate brain structure and function and their relationships simultaneously. In the past decade, there have been remarkable achievements of DTI/fMRI fusion methods and applications in neuroimaging and human brain mapping community. This survey paper aims to review recent advancements on methodologies and applications in incorporating multimodal DTI and fMRI data, and offer our perspectives on future research directions. We envision that effective fusion of DTI/fMRI techniques will play increasingly important roles in neuroimaging and brain sciences in the years to come.
Year
DOI
Venue
2014
10.1016/j.neuroimage.2013.09.071
NeuroImage
Field
DocType
Volume
Developmental psychology,Diffusion MRI,Neuroscience,White matter,Functional magnetic resonance imaging,Neuroimaging intelligence testing,Cognitive science,Brain Structure and Function,Psychology,Brain morphometry,Human brain,Neuroimaging
Journal
102
ISSN
Citations 
PageRank 
1053-8119
17
0.88
References 
Authors
34
10
Name
Order
Citations
PageRank
Dajiang Zhu132036.72
Tuo Zhang2393.09
Xi Jiang3170.88
Xintao Hu4886.30
Hanbo Chen5170.88
Ning Yang6191.91
Jinglei Lv7170.88
Junwei Han83501194.57
Lei Guo91661142.63
Tianming Liu10170.88