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James C. Gee, Sarang Joshi, Kilian M. Pohl, William M. Wells, and Lilla Zöllei (Eds.):
Information Processing in Medical Imaging23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28–July 3, 2013. ProceedingsLNCS 7917 Ordering Information BibTeX |
Table of Contents
Title Pages in PDFPreface in PDF
Organization in PDF
Table of Contents in PDF
Connectivity
Matched Signal Detection on Graphs: Theory and Application to Brain Network Classification
Chenhui Hu, Lin Cheng, Jorge Sepulcre, Georges El Fakhri, Yue M. Lu, and Quanzheng Li
LNCS 7917, p. 1 ff.
Abstract | Full article in PDF | BibTeX
Exploring High-Order Functional Interactions via Structurally-Weighted LASSO Models
Dajiang Zhu, Xiang Li, Xi Jiang, Hanbo Chen, Dinggang Shen, and Tianming Liu
LNCS 7917, p. 13 ff.
Abstract | Full article in PDF | BibTeX
Groupwise Registration
Feature-Based Alignment of Volumetric Multi-modal Images
Matthew Toews, Lilla Zöllei, and William M. Wells
LNCS 7917, p. 25 ff.
Abstract | Full article in PDF | BibTeX
Bayesian Estimation of Regularization and Atlas Building in Diffeomorphic Image Registration
Miaomiao Zhang, Nikhil Singh, and P. Thomas Fletcher
LNCS 7917, p. 37 ff.
Abstract | Full article in PDF | BibTeX
Neuro Segmentation
Gradient Competition Anisotropy for Centerline Extraction and Segmentation of Spinal Cords
Max W.K. Law, Gregory J. Garvin, Sudhakar Tummala, KengYeow Tay, Andrew E. Leung, and Shuo Li
LNCS 7917, p. 49 ff.
Abstract | Full article in PDF | BibTeX
Automated Segmentation of the Cerebellar Lobules Using Boundary Specific Classification and Evolution
John A. Bogovic, Pierre-Louis Bazin, Sarah H. Ying, and Jerry L. Prince
LNCS 7917, p. 62 ff.
Abstract | Full article in PDF | BibTeX
Statistical Analysis I
Tree-Space Statistics and Approximations for Large-Scale Analysis of Anatomical Trees
Aasa Feragen, Megan Owen, Jens Petersen, Mathilde M.W. Wille, Laura H. Thomsen, Asger Dirksen, and Marleen de Bruijne
LNCS 7917, p. 74 ff.
Abstract | Full article in PDF | BibTeX
Predicting Cognitive Data from Medical Images Using Sparse Linear Regression
Benjamin M. Kandel, David A. Wolk, James C. Gee, and Brian Avants
LNCS 7917, p. 86 ff.
Abstract | Full article in PDF | BibTeX
Dynamic Imaging
A Multiple Hypothesis Based Method for Particle Tracking and Its Extension for Cell Segmentation
Liang Liang, Hongying Shen, Panteleimon Rompolas, Valentina Greco, Pietro De Camilli, and James S. Duncan
LNCS 7917, p. 98 ff.
Abstract | Full article in PDF | BibTeX
A Multiple Model Probability Hypothesis Density Tracker for Time-Lapse Cell Microscopy Sequences
Seyed Hamid Rezatofighi, Stephen Gould, Ba-Ngu Vo, Katarina Mele, William E. Hughes, and Richard Hartley
LNCS 7917, p. 110 ff.
Abstract | Full article in PDF | BibTeX
Multi-layer Deformation Estimation for Fluoroscopic Imaging
J. Samuel Preston, Caleb Rottman, Arvidas Cheryauka, Larry Anderton, Ross T. Whitaker, and Sarang Joshi
LNCS 7917, p. 123 ff.
Abstract | Full article in PDF | BibTeX
Poster Session I
Fiber Connectivity Integrated Brain Activation Detection
Burak Yoldemir, Bernard Ng, Todd S. Woodward, and Rafeef Abugharbieh
LNCS 7917, p. 135 ff.
Abstract | Full article in PDF | BibTeX
Diffeomorphic Metric Mapping of Hybrid Diffusion Imaging Based on BFOR Signal Basis
Jia Du, A. Pasha Hosseinbor, Moo K. Chung, Barbara B. Bendlin, Gaurav Suryawanshi, Andrew L. Alexander, and Anqi Qiu
LNCS 7917, p. 147 ff.
Abstract | Full article in PDF | BibTeX
Hyperbolic Harmonic Brain Surface Registration with Curvature-Based Landmark Matching
Rui Shi, Wei Zeng, Zhengyu Su, Yalin Wang, Hanna Damasio, Zhonglin Lu, Shing-Tung Yau, and Xianfeng Gu
LNCS 7917, p. 159 ff.
Abstract | Full article in PDF | BibTeX
Geometric Tree Kernels: Classification of COPD from Airway Tree Geometry
Aasa Feragen, Jens Petersen, Dominik Grimm, Asger Dirksen, Jesper Holst Pedersen, Karsten Borgwardt, and Marleen de Bruijne
LNCS 7917, p. 171 ff.
Abstract | Full article in PDF | BibTeX
Segmenting the Papillary Muscles and the Trabeculae from High Resolution Cardiac CT through Restoration of Topological Handles
Mingchen Gao, Chao Chen, Shaoting Zhang, Zhen Qian, Dimitris Metaxas, and Leon Axel
LNCS 7917, p. 184 ff.
Abstract | Full article in PDF | BibTeX
Data-Driven Interactive 3D Medical Image Segmentation Based on Structured Patch Model
Sang Hyun Park, Il Dong Yun, and Sang Uk Lee
LNCS 7917, p. 196 ff.
Abstract | Full article in PDF | BibTeX
Sparse Deformable Models with Application to Cardiac Motion Analysis
Yang Yu, Shaoting Zhang, Junzhou Huang, Dimitris Metaxas, and Leon Axel
LNCS 7917, p. 208 ff.
Abstract | Full article in PDF | BibTeX
A Longitudinal Functional Analysis Framework for Analysis of White Matter Tract Statistics
Ying Yuan, John H. Gilmore, Xiujuan Geng, Martin A. Styner, Kehui Chen, Jane-ling Wang, and Hongtu Zhu
LNCS 7917, p. 220 ff.
Abstract | Full article in PDF | BibTeX
Groupwise Simultaneous Manifold Alignment for High-Resolution Dynamic MR Imaging of Respiratory Motion
Christian F. Baumgartner, Christoph Kolbitsch, Jamie R. McClelland, Daniel Rueckert, and Andrew P. King
LNCS 7917, p. 232 ff.
Abstract | Full article in PDF | BibTeX
Conformal Mapping via Metric Optimization with Application for Cortical Label Fusion
Yonggang Shi, Rongjie Lai, and Arthur W. Toga
LNCS 7917, p. 244 ff.
Abstract | Full article in PDF | BibTeX
A Novel Sparse Group Gaussian Graphical Model for Functional Connectivity Estimation
Bernard Ng, Gaël Varoquaux, Jean Baptiste Poline, and Bertrand Thirion
LNCS 7917, p. 256 ff.
Abstract | Full article in PDF | BibTeX
Joint Co-segmentation and Registration of 3D Ultrasound Images
Raphael Prevost, Remi Cuingnet, Benoit Mory, Jean-Michel Correas, Laurent D. Cohen, and Roberto Ardon
LNCS 7917, p. 268 ff.
Abstract | Full article in PDF | BibTeX
Deformable Modeling Using a 3D Boundary Representation with Quadratic Constraints on the Branching Structure of the Blum Skeleton
Paul A. Yushkevich and Hui Gary Zhang
LNCS 7917, p. 280 ff.
Abstract | Full article in PDF | BibTeX
Sparse Projections of Medical Images onto Manifolds
George H. Chen, Christian Wachinger, and Polina Golland
LNCS 7917, p. 292 ff.
Abstract | Full article in PDF | BibTeX
Efficient 3D Multi-region Prostate MRI Segmentation Using Dual Optimization
Wu Qiu, Jing Yuan, Eranga Ukwatta, Yue Sun, Martin Rajchl, and Aaron Fenster
LNCS 7917, p. 304 ff.
Abstract | Full article in PDF | BibTeX
Locality Preserving Non-negative Basis Learning with Graph Embedding
Yasser Ghanbari, John Herrington, Ruben C. Gur, Robert T. Schultz, and Ragini Verma
LNCS 7917, p. 316 ff.
Abstract | Full article in PDF | BibTeX
Hierarchical Discriminative Framework for Detecting Tubular Structures in 3D Images
Dirk Breitenreicher, Michal Sofka, Stefan Britzen, and Shaohua K. Zhou
LNCS 7917, p. 328 ff.
Abstract | Full article in PDF | BibTeX
Joint Fractional Segmentation and Multi-tensor Estimation in Diffusion MRI
Xiang Hao and P. Thomas Fletcher
LNCS 7917, p. 340 ff.
Abstract | Full article in PDF | BibTeX
Retrospective Estimation of the Susceptibility Driven Field Map for Distortion Correction in Echo Planar Imaging
Hiroyuki Takeda and Boklye Kim
LNCS 7917, p. 352 ff.
Abstract | Full article in PDF | BibTeX
Cortical Surface Registration I
Group-Wise Cortical Correspondence via Sulcal Curve-Constrained Entropy Minimization
Ilwoo Lyu, Sun Hyung Kim, Joon-Kyung Seong, Sang Wook Yoo, Alan C. Evans, Yundi Shi, Mar Sanchez, Marc Niethammer, and Martin A. Styner
LNCS 7917, p. 364 ff.
Abstract | Full article in PDF | BibTeX
Diffeomorphic Spectral Matching of Cortical Surfaces
Herve Lombaert, Jon Sporring, and Kaleem Siddiqi
LNCS 7917, p. 376 ff.
Abstract | Full article in PDF | BibTeX
Diffusion MRI
The Non-Local Bootstrap – Estimation of Uncertainty in Diffusion MRI
Pew-Thian Yap, Hongyu An, Yasheng Chen, and Dinggang Shen
LNCS 7917, p. 390 ff.
Abstract | Full article in PDF | BibTeX
Beyond Crossing Fibers: Tractography Exploiting Sub-voxel Fibre Dispersion and Neighbourhood Structure
Matthew Rowe, Hui Gary Zhang, Neil Oxtoby, and Daniel C. Alexander
LNCS 7917, p. 402 ff.
Abstract | Full article in PDF | BibTeX
Functional Imaging
Learning from M/EEG Data with Variable Brain Activation Delays
Wojciech Zaremba, M. Pawan Kumar, Alexandre Gramfort, and Matthew B. Blaschko
LNCS 7917, p. 414 ff.
Abstract | Full article in PDF | BibTeX
Unsupervised Learning of Functional Network Dynamics in Resting State fMRI
Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, and Christos Davatzikos
LNCS 7917, p. 426 ff.
Abstract | Full article in PDF | BibTeX
Cohort-Level Brain Mapping: Learning Cognitive Atoms to Single Out Specialized Regions
Gaël Varoquaux, Yannick Schwartz, Philippe Pinel, and Bertrand Thirion
LNCS 7917, p. 438 ff.
Abstract | Full article in PDF | BibTeX
Torso Image Analysis
Rapid Multi-organ Segmentation Using Context Integration and Discriminative Models
Nathan Lay, Neil Birkbeck, Jingdan Zhang, and S. Kevin Zhou
LNCS 7917, p. 450 ff.
Abstract | Full article in PDF | BibTeX
Edge- and Detail-Preserving Sparse Image Representations for Deformable Registration of Chest MRI and CT Volumes
Mattias P. Heinrich, Mark Jenkinson, Bartlomiej W. Papie
, Fergus V. Glesson, Sir Michael Brady, and Julia A. Schnabel
LNCS 7917, p. 463 ff.
Abstract | Full article in PDF | BibTeX
Cortical Surface Registration II
Multimodal Surface Matching: Fast and Generalisable Cortical Registration Using Discrete Optimisation
Emma C. Robinson, Saad Jbabdi, Jesper Andersson, Stephen Smith, Matthew F. Glasser, David C. Van Essen, Greg Burgess, Michael P. Harms, Deanna M. Barch, and Mark Jenkinson
LNCS 7917, p. 475 ff.
Abstract | Full article in PDF | BibTeX
Globally Optimal Cortical Surface Matching with Exact Landmark Correspondence
Alex Tsui, Devin Fenton, Phong Vuong, Joel Hass, Patrice Koehl, Nina Amenta, David Coeurjolly, Charles DeCarli, and Owen Carmichael
LNCS 7917, p. 487 ff.
Abstract | Full article in PDF | BibTeX
Poster Session II
Joint Learning of Appearance and Transformation for Predicting Brain MR Image Registration
Qian Wang, Minjeong Kim, Guorong Wu, and Dinggang Shen
LNCS 7917, p. 499 ff.
Abstract | Full article in PDF | BibTeX
Automatic Prostate MR Image Segmentation with Sparse Label Propagation and Domain-Specific Manifold Regularization
Shu Liao, Yaozong Gao, Yinghuan Shi, Ambereen Yousuf, Ibrahim Karademir, Aytekin Oto, and Dinggang Shen
LNCS 7917, p. 511 ff.
Abstract | Full article in PDF | BibTeX
Moving Frames for Heart Fiber Geometry
Emmanuel Piuze, Jon Sporring, and Kaleem Siddiqi
LNCS 7917, p. 524 ff.
Abstract | Full article in PDF | BibTeX
Structural Brain Network Constrained Neuroimaging Marker Identification for Predicting Cognitive Functions
De Wang, Feiping Nie, Heng Huang, Jingwen Yan, Shannon L. Risacher, Andrew J. Saykin, and Li Shen
LNCS 7917, p. 536 ff.
Abstract | Full article in PDF | BibTeX
Multi-atlas Segmentation with Robust Label Transfer and Label Fusion
Hongzhi Wang, Alison Pouch, Manabu Takabe, Benjamin Jackson, Joseph Gorman, Robert Gorman, and Paul A. Yushkevich
LNCS 7917, p. 548 ff.
Abstract | Full article in PDF | BibTeX
A Hierarchical Geodesic Model for Diffeomorphic Longitudinal Shape Analysis
Nikhil Singh, Jacob Hinkle, Sarang Joshi, and P. Thomas Fletcher
LNCS 7917, p. 560 ff.
Abstract | Full article in PDF | BibTeX
Active Testing Search for Point Cloud Matching
Miguel Amável Pinheiro, Raphael Sznitman, Eduard Serradell, Jan Kybic, Francesc Moreno-Noguer, and Pascal Fua
LNCS 7917, p. 572 ff.
Abstract | Full article in PDF | BibTeX
Relating Fisher Information to Detectability of Changes in Nodule Characteristics with CT
Qin Li, Rongping Zeng, Kyle J. Myers, Berkman Sahiner, Marios A. Gavrielides, and Nicholas Petrick
LNCS 7917, p. 584 ff.
Abstract | Full article in PDF | BibTeX
Adaptive Multi-modal Particle Filtering for Probabilistic White Matter Tractography
Aymeric Stamm, Olivier Commowick, Christian Barillot, and Patrick Pérez
LNCS 7917, p. 594 ff.
Abstract | Full article in PDF | BibTeX
Can T2 -Spectroscopy Resolve Submicrometer Axon Diameters?
Enrico Kaden and Daniel C. Alexander
LNCS 7917, p. 607 ff.
Abstract | Full article in PDF | BibTeX
Dictionary Learning on the Manifold of Square Root Densities and Application to Reconstruction of Diffusion Propagator Fields
Jiaqi Sun, Yuchen Xie, Wenxing Ye, Jeffrey Ho, Alireza Entezari, Stephen J. Blackband, and Baba C. Vemuri
LNCS 7917, p. 619 ff.
Abstract | Full article in PDF | BibTeX
Diseased Region Detection of Longitudinal Knee MRI Data
Chao Huang, Liang Shan, Cecil Charles, Marc Niethammer, and Hongtu Zhu
LNCS 7917, p. 632 ff.
Abstract | Full article in PDF | BibTeX
Model Selection and Estimation of Multi-compartment Models in Diffusion MRI with a Rician Noise Model
Xinghua Zhu, Yaniv Gur, Wenping Wang, and P. Thomas Fletcher
LNCS 7917, p. 644 ff.
Abstract | Full article in PDF | BibTeX
Bayesian Segmentation of Atrium Wall Using Globally-Optimal Graph Cuts on 3D Meshes
Gopalkrishna Veni, Zhisong Fu, Suyash P. Awate, and Ross T. Whitaker
LNCS 7917, p. 656 ff.
Abstract | Full article in PDF | BibTeX
Using Region Trajectories to Construct an Accurate and Efficient Polyaffine Transform Model
Gang Song, Yang Liu, Baohua Wu, Brian Avants, and James C. Gee
LNCS 7917, p. 668 ff.
Abstract | Full article in PDF | BibTeX
Extracting Evolving Pathologies via Spectral Clustering
Elena Bernardis, Kilian M. Pohl, and Christos Davatzikos
LNCS 7917, p. 680 ff.
Abstract | Full article in PDF | BibTeX
Construction of Multi-scale Common Brain Networks Based on DICCCOL
Bao Ge, Lei Guo, Dajiang Zhu, Tuo Zhang, Xintao Hu, Junwei Han, and Tianming Liu
LNCS 7917, p. 692 ff.
Abstract | Full article in PDF | BibTeX
Rotation Invariant Features for HARDI
Evan Schwab, H. Ertan Çetingül, Bijan Afsari, Michael A. Yassa, and René Vidal
LNCS 7917, p. 705 ff.
Abstract | Full article in PDF | BibTeX
Geodesic Shape Regression in the Framework of Currents
James Fishbaugh, Marcel Prastawa, Guido Gerig, and Stanley Durrleman
LNCS 7917, p. 718 ff.
Abstract | Full article in PDF | BibTeX
Tract Analysis
Multinomial Probabilistic Fiber Representation for Connectivity Driven Clustering
Birkan Tunç, Alex R. Smith, Demian Wasserman, Xavier Pennec, William M. Wells, Ragini Verma, and Kilian M. Pohl
LNCS 7917, p. 730 ff.
Abstract | Full article in PDF | BibTeX
Reliable Selection of the Number of Fascicles in Diffusion Images by Estimation of the Generalization Error
Benoit Scherrer, Maxime Taquet, and Simon K. Warfield
LNCS 7917, p. 742 ff.
Abstract | Full article in PDF | BibTeX
Statistical Analysis II
IDiff: Irrotational Diffeomorphisms for Computational Anatomy
Jacob Hinkle and Sarang Joshi
LNCS 7917, p. 754 ff.
Abstract | Full article in PDF | BibTeX
Joint Modeling of Imaging and Genetics
Nematollah K. Batmanghelich, Adrian V. Dalca, Mert R. Sabuncu, and Polina Golland
LNCS 7917, p. 766 ff.
Abstract | Full article in PDF | BibTeX
Author Index
LNCS 7917, p. 779 ff.
Author Index in PDF
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