Multimodal Brain Image Analysis: Second International Workshop, MBIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1-5, 2012. Proceedings

Front Matter....Pages -
Multimodal Neuroimaging Predictors for Cognitive Performance Using Structured Sparse Learning....Pages 1-17
Combining DTI and MRI for the Automated Detection of Alzheimer’s Disease Using a Large European Multicenter Dataset....Pages 18-28
Genetics of Path Lengths in Brain Connectivity Networks: HARDI-Based Maps in 457 Adults....Pages 29-40
Connectivity Network Breakdown Predicts Imminent Volumetric Atrophy in Early Mild Cognitive Impairment....Pages 41-50
Deconfounding the Effects of Resting State Activity on Task Activation Detection in fMRI....Pages 51-60
Hyperbolic Ricci Flow and Its Application in Studying Lateral Ventricle Morphometry....Pages 61-76
Do We Really Need Robust and Alternative Inference Methods for Brain MRI?....Pages 77-93
Sparse Patch-Based Label Fusion for Multi-Atlas Segmentation....Pages 94-102
How Many Templates Does It Take for a Good Segmentation?: Error Analysis in Multiatlas Segmentation as a Function of Database Size....Pages 103-114
A Generative Model for Probabilistic Label Fusion of Multimodal Data....Pages 115-133
Spatial Normalization of Diffusion Tensor Images with Voxel-Wise Reconstruction of the Diffusion Gradient Direction....Pages 134-146
Automatic Population HARDI White Matter Tract Clustering by Label Fusion of Multiple Tract Atlases....Pages 147-156
Comparative Characterisation of Susceptibility Weighted MRI for Brain White Matter Lesions in MS....Pages 157-166
Constructing Fiber Atlases for Functional ROIs via fMRI-Guided DTI Image Registration....Pages 167-174
Structural Feature Selection for Connectivity Network-Based MCI Diagnosis....Pages 175-184
Groupwise Segmentation Improves Neuroimaging Classification Accuracy....Pages 185-193
DWI Denoising Using Spatial, Angular, and Radiometric Filtering....Pages 194-202
MRI Estimation of T 1 Relaxation Time Using a Constrained Optimization Algorithm....Pages 203-214
Robust Cerebral Blood Flow Map Estimation in Arterial Spin Labeling....Pages 215-224
Back Matter....Pages -