Multimodal Brain Image Analysis: First International Workshop, MBIA 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011, Proceedings

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Tianming Liu, Dinggang Shen, LUIS IBANEZ, Xiaodong Tao
Springer Science & Business Media, Sep 15, 2011 - Computers - 162 pages
This book constitutes the refereed proceedings of the First International Workshop on Multimodal Brain Image Analysis, held in conjunction with MICCAI 2011, in Toronto, Canada, in September 2011.
The 15 revised full papers presented together with 4 poster papers were carefully reviewed and selected from 24 submissions. The objective of this workshop is to facilitate advancements in the multimodal brain image analysis field, in terms of analysis methodologies, algorithms, software systems, validation approaches, benchmark datasets, neuroscience, and clinical applications.
 

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Contents

A Unified Approach to Multimodality Imaging
1
Joint T1 and Brain Fiber Diffeomorphic Registration Using the Demons
10
Improving Registration Using Multichannel Diffeomorphic Demons Combined with Certainty Maps
19
Identifying Neuroimaging and Proteomic Biomarkers for MCI and AD via the Elastic Net
27
A HARDI Study of 198 Twins
35
Ordinal Ranking for Detecting Mild Cognitive Impairment and Alzheimers Disease Based on Multimodal Neuroimages and CSF Biomarkers
44
Manual Annotation 3D Shape Reconstruction and Traumatic Brain Injury Analysis
52
MultiModal MultiTask Learning for Joint Prediction of Clinical Scores in Alzheimers Disease
60
Accurate and Consistent 4D Segmentation of Serial Infant Brain MR Images
93
TwoStage Multiscale Adaptive Regression Methods for Twin Neuroimaging Data
102
Segmentation of Medical Images of Different Modalities Using Distance Weighted CV Model
110
Evaluation of Traumatic Brain Injury Patients Using a ShapeConstrained Deformable Model
118
Human Brain Mapping with Conformal Geometry and Multivariate TensorBased Morphometry
126
Application to Brain Images
135
Simultaneous Brain Structures Segmentation Combining Shape and Pose Forces
143
Improved Tissue Segmentation by Including an MR Acquisition Model
152

Identification of Cortical Landmarks Based on Consistent Connectivity to Subcortical Structures
68
T1 Mapping AIF and Pharmacokinetic Parameter Extraction from Dynamic Contrast Enhancement MRI Data
76
Ventricle Shape Analysis for Centenarians Elderly Subjects MCI and AD Patients
84

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