Description
Multimodal Brain Image Analysis, 2012
Second International Workshop, MBIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1-5, 2012, Proceedings
Image Processing, Computer Vision, Pattern Recognition, and Graphics Series
Coordinators: Yap Pew-Thian, Liu Tianming, Shen Dinggang, Westin Carl-Fredrik, Shen Li
Language: EnglishSubjects for Multimodal Brain Image Analysis:
226 p. · 15.5x23.5 cm · Paperback
Description
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Multimodal Neuroimaging Predictors for Cognitive Performance Using Structured Sparse Learning.- Combining DTI and MRI for the Automated Detection of Alzheimer’s Disease Using a Large European Multicenter Dataset.- Genetics of Path Lengths in Brain Connectivity Networks: HARDI-Based Maps in 457 Adults.- Connectivity Network Breakdown Predicts Imminent Volumetric Atrophy in Early Mild Cognitive Impairment.-Deconfounding the Effects of Resting State Activity on Task Activation Detection in fMRI.- Hyperbolic Ricci Flow and Its Application in Studying Lateral Ventricle Morphometry.- Do We Really Need Robust and Alternative Inference Methods for Brain MRI.- Sparse Patch-Based Label Fusion for Multi-Atlas Segmentation.- How Many Templates Does It Take for a Good Segmentation?: Error Analysis in Multiatlas Segmentation as a Function of Database Size.- A Generative Model for Probabilistic Label Fusion of Multimodal Data.- Spatial Normalization of Diffusion Tensor Images with Voxel-Wise Reconstruction of the Diffusion Gradient Direction.- Automatic Population HARDI White Matter Tract Clustering by Label Fusion of Multiple Tract Atlases.- Comparative Characterisation of Susceptibility Weighted MRI for Brain White Matter Lesions in MS.- Constructing Fiber Atlases for Functional ROIs via fMRI-Guided DTI Image Registration.- Structural Feature Selection for Connectivity Network-Based MCI Diagnosis.- Groupwise Segmentation Improves Neuroimaging Classification Accuracy.- DWI Denoising Using Spatial, Angular, and Radiometric Filtering.- MRI Estimation of T1 Relaxation Time Using a Constrained Optimization Algorithm.- Robust Cerebral Blood Flow Map Estimation in Arterial Spin Labeling.
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