Multimodal brain image analysis : first International Workshop, MBIA 2011, held in conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011, proceedings / Tianming Liu [and others] (eds.).

Includes bibliographical references and author index.

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.

Machine generated contents note: Accounting for Random Regressors: A Unified Approach to Multi-modality Imaging / Bennett A. Landman -- Joint T1 and Brain Fiber Diffeomorphic Registration Using the Demons / Pierre Fillard -- Improving Registration Using Multi-channel Diffeomorphic Demons Combined with Certainty Maps / Carl-Fredrik Westin -- Identifying Neuroimaging and Proteomic Biomarkers for MCI and AD via the Elastic Net / ADNI -- Heritability of White Matter Fiber Tract Shapes: A HARDI Study of 198 Twins / Paul M. Thompson -- Ordinal Ranking for Detecting Mild Cognitive Impairment and Alzheimer's Disease Based on Multimodal Neuroimages and CSF Biomarkers / ADNI -- Manual Annotation, 3-D Shape Reconstruction, and Traumatic Brain Injury Analysis / Juergen Weese -- Multi-Modal Multi-Task Learning for Joint Prediction of Clinical Scores in Alzheimer's Disease / Dinggang Shen -- Identification of Cortical Landmarks Based on Consistent Connectivity to Subcortical Structures / Qun Zhao -- T1 Mapping, AIF and Pharmacokinetic Parameter Extraction from Dynamic Contrast Enhancement MRI Data / Dafna Ben Bashat -- Ventricle Shape Analysis for Centenarians, Elderly Subjects, MCI and AD Patients / The Georgia Centenarian Study -- Accurate and Consistent 4D Segmentation of Serial Infant Brain MR Images / Dinggang Shen -- Two-Stage Multiscale Adaptive Regression Methods for Twin Neuroimaging Data / Hongtu Zhu -- Segmentation of Medical Images of Different Modalities Using Distance Weighted C-V Model / Dongrong Xu -- Evaluation of Traumatic Brain Injury Patients Using a Shape-Constrained Deformable Model / Juergen Weese -- Human Brain Mapping with Conformal Geometry and Multivariate Tensor-Based Morphometry / Yalin Wang -- Information-Theoretic Multi-modal Image Registration Based on the Improved Fast Gauss Transform: Application to Brain Images / Franjo Pernus

Note continued: Simultaneous Brain Structures Segmentation Combining Shape and Pose Forces / Radu Jasinschi -- Improved Tissue Segmentation by Including an MR Acquisition Model / Wiro J. Niessen.