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16. MICCAI 2013: Nagoya, Japan
- Kensaku Mori, Ichiro Sakuma, Yoshinobu Sato, Christian Barillot, Nassir Navab:
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II. Lecture Notes in Computer Science 8150, Springer 2013, ISBN 978-3-642-40762-8
Registration and Atlas Construction
- Ozan Oktay, Li Zhang, Tommaso Mansi, Peter Mountney, Philip Walter Mewes, Stéphane Nicolau, Luc Soler, Christophe Chefd'Hotel:
Biomechanically Driven Registration of Pre- to Intra-Operative 3D Images for Laparoscopic Surgery. 1-9 - Ivor J. A. Simpson
, Mark William Woolrich
A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration. 10-18 - Manasi Datar, Ilwoo Lyu, Sun Hyung Kim, Joshua E. Cates
Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes. 19-26 - Pei Zhang, Marc Niethammer, Dinggang Shen, Pew-Thian Yap:
Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images with Explicit Orientation Optimization. 27-34 - Marie Bieth, Herve Lombaert, Andrew J. Reader, Kaleem Siddiqi
Atlas Construction for Dynamic (4D) PET Using Diffeomorphic Transformations. 35-42 - Lisa Y. W. Tang
Random Walks with Efficient Search and Contextually Adapted Image Similarity for Deformable Registration. 43-50
Microscopy, Histology, and Computer-Aided Diagnosis
- Juliane Dinse, Miriam Waehnert, Christine Lucas Tardif, Andreas Schäfer, Stefan Geyer, Robert Turner, Pierre-Louis Bazin
A Histology-Based Model of Quantitative T1 Contrast for In-vivo Cortical Parcellation of High-Resolution 7 Tesla Brain MR Images. 51-58 - Seungil Huh, Takeo Kanade:
Apoptosis Detection for Non-adherent Cells in Time-lapse Phase Contrast Microscopy. 59-66 - Menglong Ye, Stamatia Giannarou, Nisha Patel, Julian Teare
Pathological Site Retargeting under Tissue Deformation Using Geometrical Association and Tracking. 67-74 - Yuanjie Zheng, Dwight Stambolian, Joan O'Brien, James C. Gee:
Optic Disc and Cup Segmentation from Color Fundus Photograph Using Graph Cut with Priors. 75-82 - Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao
A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases. 83-90 - Hang Chang, Nandita Nayak, Paul T. Spellman, Bahram Parvin:
Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid Matching. 91-98
Motion Modeling and Compensation
- Raphael Prevost, Blandine Romain, Rémi Cuingnet, Benoit Mory, Laurence Rouet
Registration of Free-Breathing 3D+t Abdominal Perfusion CT Images via Co-segmentation. 99-107 - Robert Dürichen, Tobias Wissel, Floris Ernst
Respiratory Motion Compensation with Relevance Vector Machines. 108-115 - Jakob Wasza, Sebastian Bauer, Joachim Hornegger:
Real-Time Respiratory Motion Analysis Using Manifold Ray Casting of Volumetrically Fused Multi-view Range Imaging. 116-123 - Tharindu De Silva, Derek W. Cool, Jing Yuan, Cesare Romagnoli, Aaron Fenster, Aaron D. Ward
Improving 2D-3D Registration Optimization Using Learned Prostate Motion Data. 124-131 - Valentin Hamy, Alex Menys, Emma Helbren, Freddy Odille, Shonit Punwani
Respiratory Motion Correction in Dynamic-MRI: Application to Small Bowel Motility Quantification during Free Breathing. 132-140 - Filipe M. M. Marreiros, Sandro Rossitti, Chunliang Wang, Örjan Smedby
Non-rigid Deformation Pipeline for Compensation of Superficial Brain Shift. 141-148 - Huanhuan Xu, Xin Li
A Symmetric 4D Registration Algorithm for Respiratory Motion Modeling. 149-156
Segmentation I
- Mustafa Gökhan Uzunbas, Chao Chen, Shaoting Zhang, Kilian M. Pohl, Kang Li
Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models. 157-164 - Chengwen Chu, Masahiro Oda
Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images. 165-172 - Saman Nouranian, Seyedeh Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean
An Automatic Multi-atlas Segmentation of the Prostate in Transrectal Ultrasound Images Using Pairwise Atlas Shape Similarity. 173-180 - Claudia Lindner
Accurate Bone Segmentation in 2D Radiographs Using Fully Automatic Shape Model Matching Based On Regression-Voting. 181-189 - Futoshi Yokota, Toshiyuki Okada, Masaki Takao
Automated CT Segmentation of Diseased Hip Using Hierarchical and Conditional Statistical Shape Models. 190-197 - Wu Qiu, Jing Yuan, Eranga Ukwatta
Fast Globally Optimal Segmentation of 3D Prostate MRI with Axial Symmetry Prior. 198-205 - Achia Kronman, Leo Joskowicz
Image Segmentation Errors Correction by Mesh Segmentation and Deformation. 206-213 - Dwarikanath Mahapatra, Peter J. Schüffler, Jeroen A. W. Tielbeek, Franciscus M. Vos, Joachim M. Buhmann:
Semi-Supervised and Active Learning for Automatic Segmentation of Crohn's Disease. 214-221
Machine Learning, Statistical Modeling, and Atlases II
- Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Dina J. Zand, Raymond W. Sze, Marshall Summar
Hierarchical Constrained Local Model Using ICA and Its Application to Down Syndrome Detection. 222-229 - Pierre Chatelain
Learning from Multiple Experts with Random Forests: Application to the Segmentation of the Midbrain in 3D Ultrasound. 230-237 - Shoshana Ginsburg, Sahirzeeshan Ali, George Lee, Ajay Basavanhally
Variable Importance in Nonlinear Kernels (VINK): Classification of Digitized Histopathology. 238-245 - Adhish Prasoon, Kersten Petersen, Christian Igel, François Lauze
Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network. 246-253 - Shu Liao, Yaozong Gao, Aytekin Oto, Dinggang Shen:
Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation. 254-261 - Ben Glocker
Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse Annotations. 262-270
Computer-Aided Diagnosis and Imaging Biomarkers II
- Blandine Romain, Véronique Letort
A Multi-task Learning Approach for Compartmental Model Parameter Estimation in DCE-CT Sequences. 271-278 - Farhad Imani, Purang Abolmaesumi
Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility Study. 279-286 - Jens Petersen
Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal Surfaces. 287-294 - Majid Mahrooghy, Ahmed Bilal Ashraf, Dania Daye
Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence Risk. 295-302 - Sidong Liu
Multifold Bayesian Kernelization in Alzheimer's Diagnosis. 303-310 - Feng Liu
High-Order Graph Matching Based Feature Selection for Alzheimer's Disease Identification. 311-318 - Chong-Yaw Wee, Yang Li, Biao Jie, Zi-Wen Peng, Dinggang Shen:
Identification of MCI Using Optimal Sparse MAR Modeled Effective Connectivity Networks. 319-327 - Marco Lorenzi
Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields. 328-335 - Andrew Melbourne, Zach Eaton-Rosen, Alan Bainbridge, Giles S. Kendall, Manuel Jorge Cardoso, Nicola J. Robertson, Neil Marlow
Measurement of Myelin in the Preterm Brain: Multi-compartment Diffusion Imaging and Multi-component T2 Relaxometry. 336-344
Physiological Modeling, Simulation, and Planning I
- Francesco Ciompi, Simone Balocco
Stent Shape Estimation through a Comprehensive Interpretation of Intravascular Ultrasound Images. 345-352 - Oscar Alfonso Jiménez del Toro, Antonio Foncubierta-Rodríguez, María Isabel Vargas Gómez, Henning Müller
Epileptogenic Lesion Quantification in MRI Using Contralateral 3D Texture Comparisons. 353-360 - Ilker Hacihaliloglu, Abtin Rasoulian, Robert Rohling, Purang Abolmaesumi
Statistical Shape Model to 3D Ultrasound Registration for Spine Interventions Using Enhanced Local Phase Features. 361-368 - Hedyeh Rafii-Tari, Jindong Liu, Su-Lin Lee, Colin D. Bicknell, Guang-Zhong Yang:
Learning-Based Modeling of Endovascular Navigation for Collaborative Robotic Catheterization. 369-377 - Yaozong Gao, Yiqiang Zhan, Dinggang Shen:
Incremental Learning with Selective Memory (ILSM): Towards Fast Prostate Localization for Image Guided Radiotherapy. 378-386 - Juan David Ospina
A Tensor-Based Population Value Decomposition to Explain Rectal Toxicity after Prostate Cancer Radiotherapy. 387-394 - Sasa Grbic, Tommaso Mansi, Razvan Ioan Ionasec, Ingmar Voigt, Helene Houle, Matthias John, Max Schoebinger, Nassir Navab, Dorin Comaniciu
Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment. 395-402
Microscope, Optical Imaging, and Histology II
- Angel Alfonso Cruz-Roa
A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection. 403-410 - Dan C. Ciresan, Alessandro Giusti
Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks. 411-418 - Thorben Kröger, Shawn Mikula, Winfried Denk, Ullrich Köthe
Learning to Segment Neurons with Non-local Quality Measures. 419-427 - Dogu Baran Aydogan
Analysis of Trabecular Bone Microstructure Using Contour Tree Connectivity. 428-435 - Qiao Hu, Michael D. Abràmoff
Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images. 436-443 - Yu-Ying Liu, Hiroshi Ishikawa, Mei Chen, Gadi Wollstein, Joel S. Schuman
Longitudinal Modeling of Glaucoma Progression Using 2-Dimensional Continuous-Time Hidden Markov Model. 444-451 - Yang Song
Discriminative Data Transform for Image Feature Extraction and Classification. 452-459 - Yu Wang, Farshid Moussavi, Peter Lorenzen:
Automated Embryo Stage Classification in Time-Lapse Microscopy Video of Early Human Embryo Development. 460-467 - Yanwu Xu
Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression. 468-475
Cardiology II
- Alberto Gómez
3D Intraventricular Flow Mapping from Colour Doppler Images and Wall Motion. 476-483 - Antonio R. Porras
Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images. 484-491 - Herve Lombaert, Jean-Marc Peyrat:
Joint Statistics on Cardiac Shape and Fiber Architecture. 492-500 - Kristin McLeod, Christof Seiler
Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing. 501-508 - Emmanuel Piuze, Herve Lombaert, Jon Sporring
Cardiac Fiber Inpainting Using Cartan Forms. 509-517
Vasculatures and Tubular Structures II
- Shijun Wang, Brandon Peplinski, Le Lu
Sequential Monte Carlo Tracking for Marginal Artery Segmentation on CT Angiography by Multiple Cue Fusion. 518-525 - Shubao Liu, Dirk Ryan Padfield, Paulo R. S. Mendonça
Tracking of Carotid Arteries in Ultrasound Images. 526-533 - Roland Kwitt
Studying Cerebral Vasculature Using Structure Proximity and Graph Kernels. 534-541 - Andrés M. Arias Lorza, Diego D. B. Carvalho, Jens Petersen
Carotid Artery Lumen Segmentation in 3D Free-Hand Ultrasound Images Using Surface Graph Cuts. 542-549 - Ning Zhu, Albert C. S. Chung:
Random Walks with Adaptive Cylinder Flux Based Connectivity for Vessel Segmentation. 550-558 - Ziyue Xu
Spatially Constrained Random Walk Approach for Accurate Estimation of Airway Wall Surfaces. 559-566 - Lu Wang, Vinutha Kallem, Mayank Bansal, Jayan Eledath, Harpreet S. Sawhney, Karen Karp, Denise J. Pearson, Monte D. Mills, Graham E. Quinn
Interactive Retinal Vessel Extraction by Integrating Vessel Tracing and Graph Search. 567-574 - Christoph Forman
Free-Breathing Whole-Heart Coronary MRA: Motion Compensation Integrated into 3D Cartesian Compressed Sensing Reconstruction. 575-582
Brain Segmentation and Atlases II
- Heung-Il Suk
Deep Learning-Based Feature Representation for AD/MCI Classification. 583-590 - Benoit Da Mota, Virgile Fritsch, Gaël Varoquaux
Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations. 591-598 - Tong Tong, Robin Wolz, Qinquan Gao, Joseph V. Hajnal
Multiple Instance Learning for Classification of Dementia in Brain MRI. 599-606 - Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux
Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning. 607-615 - Thomas Vincent, Jan Warnking, Marjorie Villien, Alexandre Krainik, Philippe Ciuciu, Florence Forbes:
Bayesian Joint Detection-Estimation of Cerebral Vasoreactivity from ASL fMRI Data. 616-624 - Heng Huang, Jingwen Yan, Feiping Nie, Jin Huang, Weidong Cai, Andrew J. Saykin
A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis. 625-632 - Tom Brosch, Roger C. Tam
Manifold Learning of Brain MRIs by Deep Learning. 633-640 - Juan J. Cerrolaza, Noemí Carranza-Herrezuelo, Arantxa Villanueva
Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures. 641-648 - Guorong Wu, Minjeong Kim, Qian Wang
Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images. 649-656
Functional MRI and Neuroscience Applications I
- Yuan Shen, Stephen D. Mayhew
A Spatial Mixture Approach to Inferring Sub-ROI Spatio-temporal Patterns from Rapid Event-Related fMRI Data. 657-664 - Jinglei Lv
Group-Wise FMRI Activation Detection on Corresponding Cortical Landmarks. 665-673 - Xi Jiang
Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCI. 674-681 - Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh:
Overlapping Replicator Dynamics for Functional Subnetwork Identification. 682-689 - Derrek P. Hibar, Sarah E. Medland
Genetic Clustering on the Hippocampal Surface for Genome-Wide Association Studies. 690-697 - Peili Lv, Lei Guo, Xintao Hu
Modeling Dynamic Functional Information Flows on Large-Scale Brain Networks. 698-705
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