Paper Info
Title
Probabilistic tractography using Lasso bootstrap.
Abstract
•We propose a probabilistic tractography method named Lasso bootstrap tractography.•The distribution of diffusion signals is estimated using modified Lasso bootstrap.•We compute fiber orientations (FOs) using an algorithm incorporating FO smoothness.•Qualitative and quantitative evaluation was performed on simulated and real data.
Year
DOI
Venue
2017
10.1016/j.media.2016.08.013
Medical Image Analysis
Keywords
Field
DocType
Diffusion magnetic resonance imaging,Probabilistic tractography,Lasso bootstrap
Residual,Pattern recognition,Lasso (statistics),Nonparametric statistics,Image noise,Regularization (mathematics),Artificial intelligence,Probabilistic logic,Tractography,Mathematics,Bootstrapping (electronics)
Journal
Volume
ISSN
Citations 
35
1361-8415
0
PageRank 
References 
Authors
0.34
0
2
Name
Order
Citations
PageRank
Chuyang Ye16111.12
Jerry L. Prince24990488.42