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245 1 0 _aMultimodal Brain Image Analysis
_h[electronic resource] :
_bSecond International Workshop, MBIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1-5, 2012, Proceedings /
_cedited by Pew-Thian Yap, Tianming Liu, Dinggang Shen, Carl-Fredrik Westin, Li Shen.
250 _a1st ed. 2012.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2012.
300 _aXII, 226 p. 77 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
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_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v7509
505 0 _aMultimodal 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. .
520 _aThis book constitutes the refereed proceedings of the Second International Workshop on Multimodal Brain Image Analysis, held in conjunction with MICCAI 2012, in Nice, France, in October 2012. The 19 revised full papers presented were carefully reviewed and selected from numerous submissions. The objective of this workshop is to forward the state of the art in analysis methodologies, algorithms, software systems, validation approaches, benchmark datasets, neuroscience, and clinical applications.
650 0 _aPattern recognition systems.
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650 0 _aComputer vision.
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650 0 _aComputer graphics.
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650 0 _aArtificial intelligence.
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650 0 _aAlgorithms.
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650 0 _aRadiology.
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650 1 4 _aAutomated Pattern Recognition.
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650 2 4 _aComputer Vision.
_999441
650 2 4 _aComputer Graphics.
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650 2 4 _aArtificial Intelligence.
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650 2 4 _aAlgorithms.
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650 2 4 _aRadiology.
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700 1 _aYap, Pew-Thian.
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700 1 _aLiu, Tianming.
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700 1 _aShen, Dinggang.
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700 1 _aWestin, Carl-Fredrik.
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700 1 _aShen, Li.
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
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856 4 0 _uhttps://doi.org/10.1007/978-3-642-33530-3
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