Information Processing in Medical Imaging: 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings

Front Matter....Pages -
Segmentation of Brain Images Using Adaptive Atlases with Application to Ventriculomegaly....Pages 1-12
Adaptive Riemannian Metrics for Improved Geodesic Tracking of White Matter....Pages 13-24
Combining Generative and Discriminative Models for Semantic Segmentation of CT Scans via Active Learning....Pages 25-36
Segmentation of 3D RF Echocardiography Using a Multiframe Spatio-temporal Predictor....Pages 37-48
Optimal Graph Based Segmentation Using Flow Lines with Application to Airway Wall Segmentation....Pages 49-60
Surface–Region Context in Optimal Multi-object Graph-Based Segmentation: Robust Delineation of Pulmonary Tumors....Pages 61-72
Optimal Weights for Multi-atlas Label Fusion....Pages 73-84
Characterizing Spatially Varying Performance to Improve Multi-atlas Multi-label Segmentation....Pages 85-96
Discovering Dense and Consistent Landmarks in the Brain....Pages 97-110
Auto-alignment of Knee MR Scout Scans through Redundant, Adaptive and Hierarchical Anatomy Detection....Pages 111-122
Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis....Pages 123-134
Learning an Atlas of a Cognitive Process in Its Functional Geometry....Pages 135-146
Parameterization-Invariant Shape Statistics and Probabilistic Classification of Anatomical Surfaces....Pages 147-158
On the Extraction of Topologically Correct Thickness Measurements Using Khalimsky’s Cubic Complex....Pages 159-170
A Convex Max-Flow Segmentation of LV Using Subject-Specific Distributions on Cardiac MRI....Pages 171-183
Entangled Decision Forests and Their Application for Semantic Segmentation of CT Images....Pages 184-196
Venous Tree Separation in the Liver: Graph Partitioning Using a Non-ising Model....Pages 197-207
Efficient Algorithms for Segmenting Globally Optimal and Smooth Multi-surfaces....Pages 208-220
Graph Cuts with Invariant Object-Interaction Priors: Application to Intervertebral Disc Segmentation....Pages 221-232
CoRPORATE: Co rtical R econstruction by P runing O utliers with R eeb A nalysis and T opology-Preserving E volution....Pages 233-244
Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-segmentation Method....Pages 245-256
Approximations of the Diffeomorphic Metric and Their Applications in Shape Learning....Pages 257-270
Anisotropic Diffusion of Tensor Fields for Fold Shape Analysis on Surfaces....Pages 271-282
A Novel Longitudinal Atlas Construction Framework by Groupwise Registration of Subject Image Sequences....Pages 283-295
A Probabilistic Framework to Infer Brain Functional Connectivity from Anatomical Connections....Pages 296-307
Optimal Initialization for 3D Correspondence Optimization: An Evaluation Study....Pages 308-319
White Matter Bundle Registration and Population Analysis Based on Gaussian Processes....Pages 320-332
Personalization of Pictorial Structures for Anatomical Landmark Localization....Pages 333-345
Joint Restoration of Bi-contrast MRI Data for Spatial Intensity Non-uniformities....Pages 346-358
The 2D Analytic Signal on RF and B-Mode Ultrasound Images....Pages 359-370
A Compressed Sensing Approach for MR Tissue Contrast Synthesis....Pages 371-383
Restoring DIC Microscopy Images from Multiple Shear Directions....Pages 384-397
Identifying Nuclear Phenotypes Using Semi-supervised Metric Learning....Pages 398-410
Actin Filament Segmentation Using Dynamic Programming....Pages 411-423
Multimodal Registration via Spatial-Context Mutual Information....Pages 424-435
Generalized Partial Volume: An Inferior Density Estimator to Parzen Windows for Normalized Mutual Information....Pages 436-447
Large Deformation Diffeomorphic Metric Mapping of Orientation Distribution Functions....Pages 448-462
Schild’s Ladder for the Parallel Transport of Deformations in Time Series of Images....Pages 463-474
Dissimilarity-Based Classification of Anatomical Tree Structures....Pages 475-485
Automated Detection of Junctions Structures and Tracking of Their Trajectories in 4D Images....Pages 486-497
Systematic Assessment of Performance Prediction Techniques in Medical Image Classification A Case Study on Celiac Disease....Pages 498-509
Detecting and Classifying Linear Structures in Mammograms Using Random Forests....Pages 510-524
A Unified Framework for Joint Segmentation, Nonrigid Registration and Tumor Detection: Application to MR-Guided Radiotherapy....Pages 525-537
Detection of Crossing White Matter Fibers with High-Order Tensors and Rank- k Decompositions....Pages 538-549
Nonnegative Factorization of Diffusion Tensor Images and Its Applications....Pages 550-561
Multi-subject Dictionary Learning to Segment an Atlas of Brain Spontaneous Activity....Pages 562-573
Activated Fibers: Fiber-Centered Activation Detection in Task-Based FMRI....Pages 574-587
State–Space Models of Mental Processes from fMRI....Pages 588-599
Functional Brain Imaging with M/EEG Using Structured Sparsity in Time-Frequency Dictionaries....Pages 600-611
Generalized Sparse Regularization with Application to fMRI Brain Decoding....Pages 612-623
A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales....Pages 624-635
Automatic Part Selection for Groupwise Registration....Pages 636-647
Temporal Groupwise Registration for Motion Modeling....Pages 648-659
Fast Brain Matching with Spectral Correspondence....Pages 660-673
Landmark Matching Based Automatic Retinal Image Registration with Linear Programming and Self-similarities....Pages 674-685
Reconstruction of 4D-CT from a Single Free-Breathing 3D-CT by Spatial-Temporal Image Registration....Pages 686-698
Probabilistic Elastography: Estimating Lung Elasticity....Pages 699-710
Rotation Invariant Completion Fields for Mapping Diffusion MRI Connectivity....Pages 711-722
A Polynomial Approach for Maxima Extraction and Its Application to Tractography in HARDI....Pages 723-734
A Generative Approach for Image-Based Modeling of Tumor Growth....Pages 735-747
An Event-Based Disease Progression Model and Its Application to Familial Alzheimer’s Disease....Pages 748-759
The Ideal Observer Objective Assessment Metric for Magnetic Resonance Imaging....Pages 760-771
3D Shape Analysis for Early Diagnosis of Malignant Lung Nodules....Pages 772-783
Erratum: Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis....Pages E1-E1
Back Matter....Pages -