Multimodal Brain Image Analysis: Third International Workshop, MBIA 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013, Proceedings

Front Matter....Pages -
Locally Weighted Multi-atlas Construction....Pages 1-8
Assessing Structural Organization and Functional Interaction in Gyral, Sulcal and Cortical Networks....Pages 9-17
Quantification and Analysis of Large Multimodal Clinical Image Studies: Application to Stroke....Pages 18-30
Modeling 4D Changes in Pathological Anatomy Using Domain Adaptation: Analysis of TBI Imaging Using a Tumor Database....Pages 31-39
Bi-modal Non-rigid Registration of Brain MRI Data Based on Deconvolution of Joint Statistics....Pages 40-50
Atlas Based Intensity Transformation of Brain MR Images....Pages 51-62
Use of Diffusion Tensor Images in Glioma Growth Modeling for Radiotherapy Target Delineation....Pages 63-73
Superpixel-Based Segmentation of Glioblastoma Multiforme from Multimodal MR Images....Pages 74-83
Mapping Dynamic Changes in Ventricular Volume onto Baseline Cortical Surfaces in Normal Aging, MCI, and Alzheimer’s Disease....Pages 84-94
Unsupervised Fiber Bundles Registration Using Weighted Measures Geometric Demons....Pages 95-106
Classification Forests and Markov Random Field to Segment Chronic Ischemic Infarcts from Multimodal MRI....Pages 107-118
Registration of Brain CT Images to an MRI Template for the Purpose of Lesion-Symptom Mapping....Pages 119-128
A Dynamical Clustering Model of Brain Connectivity Inspired by the N -Body Problem....Pages 129-137
Cortical Surface Analysis of Multi-contrast MR Data to Improve Detection of Cortical Pathology in Multiple Sclerosis....Pages 138-149
 PARP1 Gene Variation and Microglial Activity on [ 11 C]PBR28 PET in Older Adults at Risk for Alzheimer’s Disease....Pages 150-158
A Graph-Based Integration of Multimodal Brain Imaging Data for the Detection of Early Mild Cognitive Impairment (E-MCI)....Pages 159-169
Whole Brain Functional Connectivity Using Multi-scale Spatio-Spectral Random Effects Model....Pages 170-179
Modeling Cognitive Processes via Multi-stage Consistent Functional Response Detection....Pages 180-188
Bivariate Genome-Wide Association Study of Genetically Correlated Neuroimaging Phenotypes from DTI and MRI through a Seemingly Unrelated Regression Model....Pages 189-201
Network-Guided Sparse Learning for Predicting Cognitive Outcomes from MRI Measures....Pages 202-210
A Framework to Compare Tractography Algorithms Based on Their Performance in Predicting Functional Networks....Pages 211-221
Multi-modal Surface-Based Alignment of Cortical Areas Using Intra-cortical T1 Contrast....Pages 222-232
A Heat Kernel Based Cortical Thickness Estimation Algorithm....Pages 233-245
A Family of Fast Spherical Registration Algorithms for Cortical Shapes....Pages 246-257
Back Matter....Pages -