| Description |
1 online resource (xxiii, 782 pages) : illustrations |
| Series |
Lecture notes in computer science, 1611-3349 ; 7917 |
|
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics |
|
Lecture notes in computer science ; 7917. 1611-3349
|
|
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
|
| Contents |
Connectivity. Matched Signal Detection on Graphs: Theory and Application to Brain Network Classification / Chenhui Hu [and others] -- Exploring High-Order Functional Interactions via Structurally-Weighted LASSO Models / Dajiang Zhu [and others] -- Groupwise Registration. Feature-Based Alignment of Volumetric Multi-modal Images / Matthew Toews, Lilla Zöllei, William M. Wells -- Bayesian Estimation of Regularization and Atlas Building in Diffeomorphic Image Registration / Miaomiao Zhang, Nikhil Singh, P. Thomas Fletcher |
|
Neuro Segmentation. Gradient Competition Anisotropy for Centerline Extraction and Segmentation of Spinal Cords / Max W.K. Law [and others] -- Automated Segmentation of the Cerebellar Lobules Using Boundary Specific Classification and Evolution / John A. Bogovic [and others] |
|
Statistical Analysis I. Tree-Space Statistics and Approximations for Large-Scale Analysis of Anatomical Trees / Aasa Feragen [and others] -- Predicting Cognitive Data from Medical Images Using Sparse Linear Regression / Benjamin M. Kandel [and others] |
|
Dynamic Imaging. A Multiple Hypothesis Based Method for Particle Tracking and Its Extension for Cell Segmentation / Liang Liang [and others] -- A Multiple Model Probability Hypothesis Density Tracker for Time-Lapse Cell Microscopy Sequences / Seyed Hamid Rezatofighi [and others] -- Multi-layer Deformation Estimation for Fluoroscopic Imaging / J. Samuel Preston [and others] -- Poster Session I. Fiber Connectivity Integrated Brain Activation Detection / Burak Yoldemir [and others] -- Diffeomorphic Metric Mapping of Hybrid Diffusion Imaging Based on BFOR Signal Basis / Jia Du [and others] -- Hyperbolic Harmonic Brain Surface Registration with Curvature-Based Landmark Matching / Rui Shi [and others] -- Geometric Tree Kernels: Classification of COPD from Airway Tree Geometry / Aasa Feragen [and others] -- Segmenting the Papillary Muscles and the Trabeculae from High Resolution Cardiac CT through Restoration of Topological Handles / Mingchen Gao [and others] |
|
Data-Driven Interactive 3D Medical Image Segmentation Based on Structured Patch Model / Sang Hyun Park, Il Dong Yun, Sang Uk Lee -- Sparse Deformable Models with Application to Cardiac Motion Analysis / Yang Yu [and others] -- A Longitudinal Functional Analysis Framework for Analysis of White Matter Tract Statistics / Ying Yuan [and others] -- Groupwise Simultaneous Manifold Alignment for High-Resolution Dynamic MR Imaging of Respiratory Motion / Christian F. Baumgartner [and others] -- Conformal Mapping via Metric Optimization with Application for Cortical Label Fusion / Yonggang Shi, Rongjie Lai, Arthur W. Toga -- A Novel Sparse Group Gaussian Graphical Model for Functional Connectivity Estimation / Bernard Ng [and others] -- Joint Co-segmentation and Registration of 3D Ultrasound Images / Raphael Prevost [and others] |
|
Deformable Modeling Using a 3D Boundary Representation with Quadratic Constraints on the Branching Structure of the Blum Skeleton / Paul A. Yushkevich, Hui Gary Zhang -- Sparse Projections of Medical Images onto Manifolds / George H. Chen, Christian Wachinger, Polina Golland -- Efficient 3D Multi-region Prostate MRI Segmentation Using Dual Optimization / Wu Qiu [and others] -- Locality Preserving Non-negative Basis Learning with Graph Embedding / Yasser Ghanbari [and others] -- Hierarchical Discriminative Framework for Detecting Tubular Structures in 3D Images / Dirk Breitenreicher [and others] -- Joint Fractional Segmentation and Multi-tensor Estimation in Diffusion MRI / Xiang Hao, P. Thomas Fletcher -- Retrospective Estimation of the Susceptibility Driven Field Map for Distortion Correction in Echo Planar Imaging / Hiroyuki Takeda, Boklye Kim |
|
Cortical Surface Registration I. Group-Wise Cortical Correspondence via Sulcal Curve-Constrained Entropy Minimization / Ilwoo Lyu [and others] -- Diffeomorphic Spectral Matching of Cortical Surfaces / Herve Lombaert, Jon Sporring, Kaleem Siddiqi |
|
Diffusion MRI. The Non-Local Bootstrap -- Estimation of Uncertainty in Diffusion MRI / Pew-Thian Yap [and others] -- Beyond Crossing Fibers: Tractography Exploiting Sub-voxel Fibre Dispersion and Neighbourhood Structure / Matthew Rowe [and others] |
|
Functional Imaging. Learning from M/EEG Data with Variable Brain Activation Delays / Wojciech Zaremba [and others] -- Unsupervised Learning of Functional Network Dynamics in Resting State fMRI / Harini Eavani [and others] -- Cohort-Level Brain Mapping: Learning Cognitive Atoms to Single Out Specialized Regions / Gaël Varoquaux [and others] |
|
Torso Image Analysis. Rapid Multi-organ Segmentation Using Context Integration and Discriminative Models / Nathan Lay [and others] -- Edge- and Detail-Preserving Sparse Image Representations for Deformable Registration of Chest MRI and CT Volumes / Mattias P. Heinrich [and others] |
|
Cortical Surface Registration II. Multimodal Surface Matching: Fast and Generalisable Cortical Registration Using Discrete Optimisation / Emma C. Robinson [and others] -- Globally Optimal Cortical Surface Matching with Exact Landmark Correspondence / Alex Tsui [and others] |
|
Poster Session II. Joint Learning of Appearance and Transformation for Predicting Brain MR Image Registration / Qian Wang [and others] -- Automatic Prostate MR Image Segmentation with Sparse Label Propagation and Domain-Specific Manifold Regularization / Shu Liao [and others] -- Moving Frames for Heart Fiber Geometry / Emmanuel Piuze, Jon Sporring, Kaleem Siddiqi -- Structural Brain Network Constrained Neuroimaging Marker Identification for Predicting Cognitive Functions / De Wang [and others] -- Multi-atlas Segmentation with Robust Label Transfer and Label Fusion / Hongzhi Wang [and others] -- A Hierarchical Geodesic Model for Diffeomorphic Longitudinal Shape Analysis / Nikhil Singh [and others] -- Active Testing Search for Point Cloud Matching / Miguel Amável Pinheiro [and others] -- Relating Fisher Information to Detectability of Changes in Nodule Characteristics with CT / Qin Li, Rongping Zeng [and others] -- Adaptive Multi-modal Particle Filtering for Probabilistic White Matter Tractography / Aymeric Stamm [and others] |
|
Can T₂ -Spectroscopy Resolve Submicrometer Axon Diameters? / Enrico Kaden, Daniel C. Alexander -- Dictionary Learning on the Manifold of Square Root Densities and Application to Reconstruction of Diffusion Propagator Fields / Jiaqi Sun [and others] -- Diseased Region Detection of Longitudinal Knee MRI Data / Chao Huang [and others] -- Model Selection and Estimation of Multi-compartment Models in Diffusion MRI with a Rician Noise Model / Xinghua Zhu [and others] -- Bayesian Segmentation of Atrium Wall Using Globally-Optimal Graph Cuts on 3D Meshes / Gopalkrishna Veni [and others] -- Using Region Trajectories to Construct an Accurate and Efficient Polyaffine Transform Model / Gang Song [and others] -- Extracting Evolving Pathologies via Spectral Clustering / Elena Bernardis, Kilian M. Pohl, Christos Davatzikos -- Construction of Multi-scale Common Brain Networks Based on DICCCOL / Bao Ge [and others] -- Rotation Invariant Features for HARDI / Evan Schwab [and others] -- Geodesic Shape Regression in the Framework of Currents / James Fishbaugh [and others] |
|
Tract Analysis. Multinomial Probabilistic Fiber Representation for Connectivity Driven Clustering / Birkan Tunç [and others] -- Reliable Selection of the Number of Fascicles in Diffusion Images by Estimation of the Generalization Error / Benoit Scherrer, Maxime Taquet, Simon K. Warfield |
|
Statistical Analysis II. IDiff: Irrotational Diffeomorphisms for Computational Anatomy / Jacob Hinkle, Sarang Joshi -- Joint Modeling of Imaging and Genetics / Nematollah K. Batmanghelich [and others] |
| Summary |
This book constitutes the proceedings of the 23rd International Conference on Information Processing in Medical Imaging, IPMI 2013, held in Asilomar in June/July 2013. The 26 full papers and 38 poster papers presented in this volume were carefully reviewed and selected from 199 submissions. The papers are organized in topical sections on connectivity, groupwise registration, neuro segmentation, statistical analysis, dynamic imaging, cortical surface registration, diffusion MRI, functional imaging, torso image analysis, and tract analysis |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed July 30, 2013) |
| Subject |
Diagnostic imaging -- Data processing -- Congresses
|
|
Diagnostic imaging.
|
|
Electronic Data Processing
|
|
Diagnostic Imaging
|
|
Diagnostic imaging
|
|
Diagnostic imaging -- Data processing
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Gee, James C., 1964-
|
| LC no. |
2013939662 |
| ISBN |
9783642388682 |
|
364238868X |
|
3642388671 |
|
9783642388675 |
|
