Upload
others
View
7
Download
0
Embed Size (px)
Citation preview
Kensaku Mori Ichiro Sakuma
Yoshinobu Sato Christian Barillot
Nassir Navab (Eds.)
Medical Image Computingand Computer-AssistedIntervention - MICCAI2013
16th International Conference
Nagoya, Japan, September 22-26, 2013
Proceedings, Part I
^ Springer
Table of Contents - Part I
Physiological Modeling and Computer-AssistedIntervention
Fast Data-Driven Calibration of a Cardiac Electrophysiology Model
from Images and ECG
Oliver Zettinig, Tommaso Mansi, Bogdan Georgescu,Elham Kayvanpour, Farbod Sedaghat-Hamedani, AH Amr,Jan Haas, Kenning Steen, Benjamin Meder, Hugo Katus,Nassir Navab, Ali Kamen, and Dorin Comaniciu
Toward Online Modeling for Lesion Visualization and Monitoringin Cardiac Ablation Therapy
Cristian A. Linte, Jon J. Cam.p, David R. Holmes III,Maryam E. Rettmann, and Richard A. Robb
Prediction of Cranio-Maxillofacial Surgical Planning Using an InverseSoft Tissue Modelling Approach
Kamal Shahim, Philipp Jiirgens, Philippe C. Cattin,Lutz-P. Nolle, and, Mauricio Reyes
String Motif-Based Description of Tool Motion for Detecting Skill
and Gestures in Robotic SurgeryNarges Ahmidi, Yixin Gao, Benjamin Bejar, S. Swaroop Vedula,Sanjeev Khudanpur, Rene Vidal, and Gregory D. Hager
Global Registration of Ultrasound to MRI Using the LC2 Metricfor Enabling Neurosurgical Guidance
Wolfgang Wein, Alexander Ladikos, Bernhard Fuerst, Amit Shah,Kanishka Sharma, and Nassir Navab
Real-Time Dense Stereo Reconstruction Using Convex Optimisationwith a Cost-Volume for Image-Guided Robotic Surgery
Ping-Lin Chang, Danail Stoyanov, Andrew J. Davison, and
Philip "Eddie" Edwards
Brain Imaging
Combining Surface and Fiber Geometry: An Integrated Approachto Brain Morphology
Peter Savadjiev, Yogesh Rathi, Sylvain Bouix, Alex R. Smith,Robert T. Schultz, Ragini Verma, and Carl-Fredrik Westin
XXX Table of Contents - Part I
Multi-atlas Based Simultaneous Labeling of Longitudinal Dynamic
Cortical Surfaces in Infants 58
Gang Li, Li Wang, Feng Shi, Weili Lin, and Dinggang Shen
Identifying Group-Wise Consistent White Matter Landmarks via Novel
Fiber Shape Descriptor 66
Hanbo Chen, Tuo Zhang, and Tianming Liu
The Importance of Being Dispersed: A Ranking of Diffusion MRI
Models for Fibre Dispersion Using In Vivo Human Brain Data 74
Uran Ferizi, Torben Schneider, Maira Tariq,
Claudia A.M. Wheeler-Kingshott, Hui Zhang, and
Daniel C. Alexander
Estimating Constrained Multi-fiber Diffusion MR Volumes
by Orientation Clustering 82
Ryan P. Cabeen, Mark E. Bastin, and David H. Laidlaw
Connectivity Subnetwork Learning for Pathology and DevelopmentalVariations 90
Yasser Ghanbari, Alex R. Smith, Robert T. Schultz, and
Ragini Verma
Detecting Epileptic Regions Based on Global Brain Connectivity
Patterns 98
Andrew Sweet, Archana Venkataraman, Steven M. Stufflebeam,
He.she.ng Liu, Naoro Tanaka, Joseph Madsen, and Polina Golland
Imaging, Reconstruction, and Enhancement I
Joint Intensity Inhomogeneity Correction for Whole-Body MR Data....
106
Oleh Dzyubachyk, Rob J. van der Geest, Marius Staring,Peter Bornert, Monique Reijnierse, Johan L. Bloem, and
Boudewijn P.F. Lelieveldt
Tissue-Specific Sparse Deconvolution for Low-Dose CT Perfusion 114
Ruogu Fang, Tsuhan Chen, and Pina C. Sanelli
Learning the Manifold of Quality Ultrasound Acquisition 122
Noha El-Zehiry, Michelle Yan, Sara, Good, Tong Fang,S. Kevin Zhou, and Leo Grady
Example-Based Restoration of High-Resolution Magnetic Resonance
Image Acquisitions 131
Ender Konukoglu, Andre van der Kouwe, Mert Rory Sabuncu, and
Brace Fischl
Table of Contents - Part I XXXI
ToF Meets RGB: Novel Multi-Sensor Super-Resolution for Hybrid 3-D
Endoscopy 139
Th.om.as Kohler, Sven Haase, Sebastian Bauer, Jakob Wasza,Thomas Kilgus, Lena Maier-Hein, Hubertus Feuflner, and
Joachim. Hornegger
Attenuation Correction Synthesis for Hybrid PET-MR Scanners 147
Ninon Burgos, Manuel Jorge Cardoso, Marc Modat,
Stefano Pedernonte, John Dickson, Anna Barnes,John S. Duncan, David Atkinson, Simon R. Arridge,Brian F. Button, and Sebastien Ourselin
Low-Rank Total Variation for Image Super-Resolution 155
Feng Shi, Jian Cheng, Li Wang, Pew-Thian Yap, and Dinggang Sh.en
First Use of Mini Gamma Cameras for Intra-operative Robotic SPECT
Reconstruction 1G3
Philipp Matthies, Ka.ni.shka Sharma, Ash Okur, Jose Gardiazaba.1,Jakob Vogel, Tobias Lasser, and Nassir Navab
Registration I
Robust Model-Based 3D/3D Fusion Using Sparse Matchingfor Minimally Invasive Surgery 171
Dominik Neumann, Sasa Grbic, Matthias John, Nassir Navab,Joachim Hornegger, and Rxizvan Ionasec
Iterative Closest Curve: A Framework for Curvilinear Structure
Registration Application to 2D/3D Coronary Arteries Registration 179
Thomas Benseghir, Gregoire Ma.lan.dain, and Regis Vaillant
Towards Realtime Multimodal Fusion for Image-Guided Interventions
Using Self-similarities 187
Mattias Pa,ul Heinrich, Mark Jenkinson, Bari.lom.iej W. Papiez,Sir Michael. Brady, and Julia A. Schnabel
Efficient Convex Optimization Approach to 3D Non-rigid MR-TRUS
Registration 195
Yue Sun, Jing Yuan, Martin Rajchl, Wu Qiu,Cesare Rom.agnoli, and Aaron Fenster
Left-Invariant Metrics for Diffeomorphic Image Registrationwith Spatially-Varying Regularisation 203
Tanya Schmah, Laurent Risser, and Francois-Xavier Via.la.rd
A Generalised Spatio-Temporal Registration Framework for DynamicPET Data: Application to Neuroreceptor Imaging 211
Jieqing Jiao, Julia A. Schnabel, and Roger N. Gunn
XXXII Table of Contents - Part I
Machine Learning, Statistical Modeling, and Atlases I
Constructing an Un-biased Whole Body Atlas from Clinical ImagingData by Fragment Bundling 219
Matthias Dorfer, Rene Donner, and Georg Langs
Learning a Structured Graphical Model with Boosted Top-DownFeatures for Ultrasound Image Segmentation 227
Zhihui Hao, Qiang Wang, Xiaotao Wang, Jung Bae Kim,
Youngkyoo Hwang, Baek Hwan Cho, Ping Guo, and Won Ki Lee
Utilizing Disease-Specific Organ Shape Components for Disease
Discrimination: Application to Discrimination of Chronic Liver Disease
from CT Data 235
Dipti Prasad Mukherjee, Keisuke Higashiura, Toshiyuki Okada,Masatoshi Hori, Yen-Wei Chen, Noriyuki Tomiyama, and
Yoshinobu Sato
Visual Phrase Learning and Its Application in Computed Tomographic
Colonography 243
Shijun Wang, Matthew McKenna, Zhuoshi Wei, Jiamin Liu,
Peter Liu, and Ronald M. Summers
Rising Correspondenceless 3D Point Distribution Models 251
Marco Pereanez, Karim Lekadir, Constantine Butakoff,Com,e Hoogendoorn, and Alejandro Frangi
Robust Multimodal Dictionary Learning 259
Tian Cao, Vladimir Jojic, Shannon Modla, Debbie Powell,Kirk Czymmek, and Marc Niethammer
Bayesian Atlas Estimation for the Variability Analysis of ShapeComplexes 267
Pietro Gori, Olivier Colliot, Yulia Worbe,Linda Marrakchi-Kacem, Sophie Lecomte,
Cyril Poupon, Andreas Hartmann,Nicholas Ayache, and Stanley Durrleman
Computer-Aided Diagnosis and Imaging Biomarkers I
Manifold Regularized Multi-Task Feature Selection for Multi-ModalityClassification in Alzheimer's Disease 275
Biao die, Daoqiang Zhang, Bo Cheng, and Dinggang Shen
Similarity Guided Feature Labeling for Lesion Detection
Yang Song, Weidong Cai, Heng Huang, Xiaogang Wang,Stefan Eberl, Michael Fulham, and Dagan Feng
284
Table of Contents - Part I XXXIII
Large Deformation Image Classification Using Generalized
Locality-Constrained Linear Coding 292
Pei Zhang, Chong-Yaw Wee, Marc Niethammer,
Dinggang Shen, and Pew-Thian Yap
Persistent Homological Sparse Network Approach to Detecting White
Matter Abnormality in Maltreated Children: MRI and DTI Multimodal
Study 300
Moo K. Chung, Jamie L. Hanson, Hyekyoung Lee, Nagesh Adluru,Andrew L. Alexander, Richard J. Davidson, and Seth D. Pollak
Inter-modality Relationship Constrained Multi-Task Feature Selection
for AD/MCI Classification 308
Feng Liu, Chong- Yaw Wee, Huafu Chen, and Dinggang Shen
The Impact of Heterogeneity and Uncertainty on Prediction
of Response to Therapy Using Dynamic MRI Data 316
Manav Bhushan, Julia A. Schnabel, Michael Chappell,
Fergus Gleeson, Mark Anderson, Jamie Franklin,Sir Michael Brady, and Mark Jenkinson
Contrast-Independent Liver-Fat Quantification from Spectral CTExams 324
Paulo R.S. Mendonga, Peter Lamb, Andras Kriston, Kosuke Sasaki,
Masayuki Kudo, and Dushyant V. Sahani
Semi-automated Virtual Unfolded View Generation Method of Stomach
from CT Volumes 332
Masahiro Oda, Tomoaki Suito, Yuichiro Hayashi,
Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara,Yoshiki Hirooka, Hidemi Goto, Gen Iinum,a, Kazunari Misawa,
Shigeru Nawano, and, Kensaku Mori
Manifold Diffusion for Exophytic Kidney Lesion Detection
on Non-contrast CT Images 340
Jianfei Liu, Shijun Wang, Jianhua Yao,Marius George Linguraru, and Ronald M. Summers
Intraoperative Guidance and Robotics I
Errors in Device Localization in MRI Using Z-Frames 348
Jeremy Cepek, Blaine A. Chronik, and Aaron Fenster
3-D Operation Situs Reconstruction with Time-of-Flight Satellite
Cameras Using Photogeometric Data Fusion 35G
Sven Haase, Sebastian Bauer, Jakob Wasza, Thomas Kilgus,
Lena Maier-Hein, Armin Schneider, Michael Kranzfelder,
Hubertus Feufiner, and Joachim Hornegger
XXXIV Table of Contents - Part I
Multi-section Continuum Robot for Endoscopic Surgical Clippingof Intracranial Aneurysms 364
Takahisa Koto, Ichiro Okumura, Sang-Eun Song, and Nobuhiko Hata
Inter-operative Trajectory Registration for Endoluminal Video
Synchronization: Application to Biopsy Site Re-localization 372
Anant Suraj Vemuri, Stephane A. Nicolau, Nicholas Ayache,
Jacques Marescaux, and Luc Soler
System and Method for 3-D/3-D Registration between
Non-contrast-enhanced CBCT and Contrast-Enhanced CT
for Abdominal Aortic Aneurysm Stenting 380
Shun Miao, Rui Liao, Marcus Pfister, Li Zhang, and Vincent Ordy
Beyond Current Guided Bronchoscopy: A Robust and Real-Time
Bronchoscopic Ultrasound Navigation System 388
Xiongbiao Luo and Kensaku Mori
Microscope, Optical Imaging, and Histology I
A Stochastic Model for Automatic Extraction of 3D Neuronal
Morphology 396
Sreetama Basu, Maria Kulikova, Elena Zhizhina,
Wei Tsang Ooi, and Daniel Racoceanu
A Viterbi Approach to Topology Inference for Large Scale
Endomicroscopy Video Mosaicing 404
Jessie Mahe, Tom Vercauteren, Benoit Rosa, and Julien Banquet
Spatially Aware Cell Cluster(SpACCl) Graphs: Predicting Outcome
in Oropharyngeal pi6+ Tumors 412
Sahirzeeshan Ali, James Lewis, and Anant Madabhushi
Efficient Phase Contrast Microscopy Restoration Applied for Muscle:
Myotube Detection 420
Seungil Huh, Hang Su, Met Chen, and Takeo Kanade
A Generative Model for OCT Retinal Layer Segmentation
by Integrating Graph-Based Multi-surface Searching and Image
Registration 428
Yuanjie Zheng, Rui Xiao, Yan Wang, and James C. Gee
An Integrated Framework for Automatic Ki-67 Scoring in Pancreatic
Neuroendocrine Tumor 436
Fuyong Xing, Hai Su, and Lin Yang
Table of Contents - Part I XXXV
A Linear Program Formulation for the Segmentation of Ciona
Membrane Volumes 444
Diana L. Delibaltov, Pratim Ghosh, Volkan Rodoplu,Michael Veeman, William Smith, and B.S. Manjunath
Automated Nucleus and Cytoplasm Segmentation of OverlappingCervical Cells 452
Zhi Lu, Gustavo Carneiro, and Andrew P. Bradley
Segmentation of Cells with Partial Occlusion and Part ConfigurationConstraint Using Evolutionary Computation 461
Masoud S. Nosrati and Ghassan Hamarneh
Cardiology I
A Metamorphosis Distance for Embryonic Cardiac Action Potential
Interpolation and Classification 469
Giann Gorospe, Laurent Younes, Leslie Tung, and Rene Vidal
Segmentation of the Left Ventricle Using a Distance Regularized
Two-Layer Level Set Approach 477
Chaolu Feng, Chunming Li, Dazhe Zhao, Christos Davatzikos, and
Harold Litt
Automated Segmentation and Geometrical Modeling of the TricuspidAortic Valve in 3D Echocardiographic Images 485
Alison M. Pouch, Hongzhi Wang, Manabu Takabe,Benjamin M, Jackson, Chandra M. Sehgal,Joseph H. Gorman III, Robert C. Gorman, and
Paul A. Yushkevich
Cardiac Motion Estimation by Optimizing Transmural Homogeneityof the Myofiber Strain and Its Validation with Multimodal Sequences.. .
493
Zhijun Zhang, David J. Sahn, and Xubo Song
A Novel Total Variation Based Noninvasive Transmural
Electrophysiological Imaging 501
Jingjia Xu, Azar Rahimi Dehaghani, Fei Gao, and Linwei Wang
Right Ventricle Segmentation with Probability Product Kernel
Constraints 509
Cyrus M.S. Nambakhsh, Terry M. Peters, AH Islam, and
Ismail Ben Ayed
XXXVI Table of Contents - Part I
Vasculatures and Tubular Structures I
A Learning-Based Approach for Fast and Robust Vessel Trackingin Long Ultrasound Sequences 518
Valeria De Luca, Michael Tschannen, Gdbor Szekely, and
Christine Tanner
Supervised Feature Learning for Curvilinear Structure Segmentation .. .526
Carlos Becker, Roberto Rigamonti, Vincent Lepetit, and Pascal Fua
Joint Segmentation of 3D Femoral Lumen and Outer Wall Surfaces
from MR Images 534
Eranga Ukwatta, Jing Yuan, Wu Qiu, Martin Rajchl, Bernard Chiu,Shadi Shavakh, Jianrong Xu, and Aaron Fenster
Model-Guided Directional Minimal Path for Fully Automatic
Extraction of Coronary Centerlines from Cardiac CTA 542
Liu Liu, Wenzhe Shi, Daniel Rueckert, Mingxing Hu,Sebastien Ourselin, and Xiahai Zhuang
Globally Optimal Curvature-Regularized Fast Marching for Vessel
Segmentation 550
Wei Liao, Ka.rl Rohr, and Stefan Worz
Low-Rank and Sparse Matrix Decomposition for Compressed SensingReconstruction of Magnetic Resonance 4D Phase Contrast Blood Flow
Imaging (LoSDeCoS 4D-PCI) 558
Jana Butter, Peter Schmitt, Gunhild Aandal, Andreas Greiser,Christoph Forman, Robert, Grimm, Joachim Hornegger, and
Andreas Maier
Anatomical Labeling of the Circle of Willis Using Maximum
A Posteriori Graph Matching 566
David Robben, Stefan Sunaeii, Vincent Thijs, Guy Wilms,Frederik Maes, and Paul Suetens
Brain Imaging and Basic Techniques
Normalisation of Neonatal Brain Network Measures Using Stochastic
Approaches 574
Markus Schirmer, Gareth Ball,Serena J. Counsell, A. David Edwards,Daniel Rueckert,, Joseph V. Hajnal, and Paul Aljabar
Localisation of the Brain in Fetal MRI Using Bundled SIFT Features... 582
Kevin Keraudren, Vanessa Kyriakopoulou, Mary Rutherford,Joseph V. Hajnal, and Daniel Rueckert
Table of Contents - Part 1 AAAVii
Surface Smoothing: A Way Back in Early Brain Morphogenesis 590
Julien Lefevre, Victor Intwali, Lucie Hertz-Pannier, Petra S. Hiippi,
Jean-Francois Mangin, Jessica Dubois, and David Germanaud
4D Hyperspherical Harmonic (HyperSPHARM) Representationof Multiple Disconnected Brain Subcortical Structures 598
Ameer Pasha Hosseinbor, Moo K. Chung, Stacey M. Schaefer,
Carien M. van Reekum, Lara Peschke-Schmitz, Matt Sutterer,Andrew L. Alexander, and Richard J. Davidson
Modality Propagation: Coherent Synthesis of Subject-Specific Scans
with Data-Driven Regularization 606
Dong Hye Ye, Darko Zikic, Ben Glocker, Antonio Crirninisi, and
Ender Konukoglu
Non-Local Spatial Regularization of MRI T2 Relaxation Imagesfor Myelin Water Quantification 614
Youngjin Yoo and Roger Tarn
Robust Myelin Quantitative Imaging from Multi-echo T2 MRI UsingEdge Preserving Spatial Priors 622
Xiaobo Shen, Thanh D. Nguyen, Susan A. Gauthier, and Ashish Raj
Is Synthesizing MRI Contrast Useful for Inter-modality Analysis? 631
Juan Eugenio Iglesias, Ender Konukoglu, Darko Zikic, Ben Glocker,Koen Van Leemput, and Bruce Fischl
Diffusion MRI I
Regularized Spherical Polar Fourier Diffusion MRI with OptimalDictionary Learning 639
Jian Cheng, Tianzi Jiang, Rachid Deriche, Dinggang Shen, and
Pew-Thian Yap
On Describing Human White Matter Anatomy: The White Matter
Query Language 647
Demian Wassermann, Nikos Makris, Yogesh Rathi,Martha Shenton, Ron Kikinis, Marek Kubicki, and
Carl-Fredrik Westin
Voxelwise Spectral Diffusional Connectivity and Its Applicationsto Alzheimer's Disease and Intelligence Prediction 655
Junning Li, Yan Jin, Yonggang Shi, Ivo D. Dinov, Danny J. Wang,Arthur W. Toga, and Paul M. Thompson
Auto-calibrating Spherical Deconvolution Based on ODF Sparsity 663
Thomas Schultz and. Sam.uel Groeschel
XXXVIII Table of Contents - Part I
Evaluating Structural Connectomics in Relation to Different Q-space
Sampling Techniques 671
Paulo Rodrigues, Alberto Prats-Galino, David Gallardo-Pujol,Pablo Villoslada, Carles Falcon, and Vesna Prckovska
Tensor Metrics and Charged Containers for 3D Q-space SampleDistribution 679
Hans Knutsson and Carl-Fredrik Westin
Optimal Diffusion Tensor Imaging with Repeated Measurements 687
Mohammad Alipoor, Irene Yu Hua Gu, Andrew J.H. Mehnert,Ylva Lilja, and Daniel Nilsson
Estimation of a Multi-fascicle Model from Single B-Value Data
with a Population-Informed Prior 695
Maxime Taquet, Benoit Scherrer, Nicolas Boumal,
Benoit Macq, and, Simon K. Warfi,eld
Brain Segmentation and Atlases I
Integration of Sparse Multi-modality Representation and Geometrical
Constraint for Isointense Infant Brain Segmentation 703
Li Wang, Feng Shi, Gang Li, Weili Lin, John H. Gilm,ore, and
Dinggang Shen
Groupwise Segmentation with Multi-atlas Joint Label Fusion 711
Hongzhi Wang and Paul A. Yushkevich
Higher-Order CRF Tumor Segmentation with Discriminant Manifold
Potentials 719
Samuel Kadoury, Nadine Abi-Jaoudeh, and Pablo A. Valdes
Fast, Sequence Adaptive Parcellation of Brain MR. Using Parametric
Models 727
Oula Puonti, Juan Eugenio Iglesias, and Koen Van Leemput
Multiple Sclerosis Lesion Segmentation Using Dictionary Learningand Sparse Coding 735
Nick Weiss, Daniel Rueckert, and Anil Rao
Deformable Atlas for Multi-structure Segmentation 743
Xiaofeng Liu, Albert Montillo, Ek. T. Tan, John F. Schenck, and
Paulo Mendonca
Table of Contents - Part I XXXIX
Hierarchical Probabilistic Gabor and MRF Segmentation of Brain
Tumours in MM Volumes 751
Nagesh K. Subbanna, Doina Precup, D. Louis Collins, and Tal Arhel
Robust GM/WM Segmentation of the Spinal Cord with Iterative
Non-Local Statistical Fusion 759
Andrew J. Asman, Seth A. Smith, Daniel S. Reich, and.
Bennett A. Landman
Author Index 7G9