Table of Contents

• Biomechanically Driven Registration of Pre- to Intra-Operative 3D Images for Laparoscopic SurgeryOzan Oktay, Li Zhang, Tommaso Mansi, Peter Mountney, Philip Mewes, Stéphane Nicolau, Luc Soler, Christophe Chefd'Hotel. 1-9 [doi]
• A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid RegistrationIvor J. A. Simpson, Mark William Woolrich, Manuel Jorge Cardoso, David M. Cash, Marc Modat, Julia A. Schnabel, Sébastien Ourselin. 10-18 [doi]
• Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex ShapesManasi Datar, Ilwoo Lyu, Sun-hyung Kim, Joshua E. Cates, Martin Andreas Styner, Ross T. Whitaker. 19-26 [doi]
• Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images with Explicit Orientation OptimizationPei Zhang, Marc Niethammer, Dinggang Shen, Pew-Thian Yap. 27-34 [doi]
• Atlas Construction for Dynamic (4D) PET Using Diffeomorphic TransformationsMarie Bieth, Herve Lombaert, Andrew J. Reader, Kaleem Siddiqi. 35-42 [doi]
• Random Walks with Efficient Search and Contextually Adapted Image Similarity for Deformable RegistrationLisa Y. W. Tang, Ghassan Hamarneh. 43-50 [doi]
• A Histology-Based Model of Quantitative T1 Contrast for In-vivo Cortical Parcellation of High-Resolution 7 Tesla Brain MR ImagesJuliane Dinse, Miriam Waehnert, Christine Lucas Tardif, Andreas Schäfer, Stefan Geyer, Robert Turner, Pierre-Louis Bazin. 51-58 [doi]
• Apoptosis Detection for Non-adherent Cells in Time-lapse Phase Contrast MicroscopySeungil Huh, Takeo Kanade. 59-66 [doi]
• Pathological Site Retargeting under Tissue Deformation Using Geometrical Association and TrackingMenglong Ye, Stamatia Giannarou, Nisha Patel, Julian Teare, Guang-Zhong Yang. 67-74 [doi]
• Optic Disc and Cup Segmentation from Color Fundus Photograph Using Graph Cut with PriorsYuanjie Zheng, Dwight Stambolian, Joan O'Brien, James C. Gee. 75-82 [doi]
• A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer MetastasesJianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, Ronald M. Summers. 83-90 [doi]
• Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid MatchingHang Chang, Nandita Nayak, Paul T. Spellman, Bahram Parvin. 91-98 [doi]
• Registration of Free-Breathing 3D+t Abdominal Perfusion CT Images via Co-segmentationRaphael Prevost, Blandine Romain, Rémi Cuingnet, Benoit Mory, Laurence Rouet, Olivier Lucidarme, Laurent D. Cohen, Roberto Ardon. 99-107 [doi]
• Respiratory Motion Compensation with Relevance Vector MachinesRobert Dürichen, Tobias Wissel, Floris Ernst, Achim Schweikard. 108-115 [doi]
• Real-Time Respiratory Motion Analysis Using Manifold Ray Casting of Volumetrically Fused Multi-view Range ImagingJakob Wasza, Sebastian Bauer, Joachim Hornegger. 116-123 [doi]
• Improving 2D-3D Registration Optimization Using Learned Prostate Motion DataTharindu De Silva, Derek Cool, Jing Yuan, Cesare Romagnoli, Aaron Fenster, Aaron D. Ward. 124-131 [doi]
• Respiratory Motion Correction in Dynamic-MRI: Application to Small Bowel Motility Quantification during Free BreathingValentin Hamy, Alex Menys, Emma Helbren, Freddy Odille, Shonit Punwani, Stuart Taylor, David Atkinson. 132-140 [doi]
• Non-rigid Deformation Pipeline for Compensation of Superficial Brain ShiftFilipe M. M. Marreiros, Sandro Rossitti, Chunliang Wang, Örjan Smedby. 141-148 [doi]
• A Symmetric 4D Registration Algorithm for Respiratory Motion ModelingHuanhuan Xu, Xin Li. 149-156 [doi]
• Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical ModelsMustafa Gökhan Uzunbas, Chao Chen, Shaoting Zhang, Kilian M. Pohl, Kang Li, Dimitris N. Metaxas. 157-164 [doi]
• Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT ImagesChengwen Chu, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Yuichiro Hayashi, Yukitaka Nimura, Daniel Rueckert, Kensaku Mori. 165-172 [doi]
• An Automatic Multi-atlas Segmentation of the Prostate in Transrectal Ultrasound Images Using Pairwise Atlas Shape SimilaritySaman Nouranian, Seyedeh Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, Purang Abolmaesumi. 173-180 [doi]
• Accurate Bone Segmentation in 2D Radiographs Using Fully Automatic Shape Model Matching Based On Regression-VotingClaudia Lindner, Shankar Thiagarajah, J. Mark Wilkinson, Gillian A. Wallis, Timothy F. Cootes. 181-189 [doi]
• Automated CT Segmentation of Diseased Hip Using Hierarchical and Conditional Statistical Shape ModelsFutoshi Yokota, Toshiyuki Okada, Masaki Takao, Nobuhiko Sugano, Yukio Tada, Noriyuki Tomiyama, Yoshinobu Sato. 190-197 [doi]
• Fast Globally Optimal Segmentation of 3D Prostate MRI with Axial Symmetry PriorWu Qiu, Jing Yuan, Eranga Ukwatta, Yue Sun, Martin Rajchl, Aaron Fenster. 198-205 [doi]
• Image Segmentation Errors Correction by Mesh Segmentation and DeformationAchia Kronman, Leo Joskowicz. 206-213 [doi]
• Semi-Supervised and Active Learning for Automatic Segmentation of Crohn's DiseaseDwarikanath Mahapatra, Peter J. Schüffler, Jeroen A. W. Tielbeek, Franciscus M. Vos, Joachim M. Buhmann. 214-221 [doi]
• Hierarchical Constrained Local Model Using ICA and Its Application to Down Syndrome DetectionQian Zhao, Kazunori Okada, Kenneth Rosenbaum, Dina J. Zand, Raymond Sze, Marshall Summar, Marius George Linguraru. 222-229 [doi]
• Learning from Multiple Experts with Random Forests: Application to the Segmentation of the Midbrain in 3D UltrasoundPierre Chatelain, Olivier Pauly, Loïc Peter, Seyed-Ahmad Ahmadi, Annika Plate, Kai Bötzel, Nassir Navab. 230-237 [doi]
• Variable Importance in Nonlinear Kernels (VINK): Classification of Digitized HistopathologyShoshana Ginsburg, Sahirzeeshan Ali, George Lee, Ajay Basavanhally, Anant Madabhushi. 238-245 [doi]
• Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural NetworkAdhish Prasoon, Kersten Petersen, Christian Igel, François Lauze, Erik Dam, Mads Nielsen. 246-253 [doi]
• Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR SegmentationShu Liao, Yaozong Gao, Aytekin Oto, Dinggang Shen. 254-261 [doi]
• Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse AnnotationsBen Glocker, Darko Zikic, Ender Konukoglu, David R. Haynor, Antonio Criminisi. 262-270 [doi]
• A Multi-task Learning Approach for Compartmental Model Parameter Estimation in DCE-CT SequencesBlandine Romain, Véronique Letort, Olivier Lucidarme, Laurence Rouet, Florence d'Alché-Buc. 271-278 [doi]
• Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility StudyFarhad Imani, Purang Abolmaesumi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Robert Siemens, Michael Leviridge, Silvia Chang, Aaron Fenster, Aaron D. Ward, Parvin Mousavi. 279-286 [doi]
• Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal SurfacesJens Petersen, Marc Modat, Manuel Jorge Cardoso, Asger Dirksen, Sébastien Ourselin, Marleen de Bruijne. 287-294 [doi]
• Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence RiskMajid Mahrooghy, Ahmed Bilal Ashraf, Dania Daye, Carolyn Mies, Michael D. Feldman, Mark Rosen, Despina Kontos. 295-302 [doi]
• Multifold Bayesian Kernelization in Alzheimer's DiagnosisSidong Liu, Yang Song, Weidong Cai, Sonia Pujol, Ron Kikinis, Xiaogang Wang, Dagan Feng. 303-310 [doi]
• High-Order Graph Matching Based Feature Selection for Alzheimer's Disease IdentificationFeng Liu, Heung-Il Suk, Chong-Yaw Wee, Huafu Chen, Dinggang Shen. 311-318 [doi]
• Identification of MCI Using Optimal Sparse MAR Modeled Effective Connectivity NetworksChong-Yaw Wee, Yang Li, Biao Jie, Zi-wen Peng, Dinggang Shen. 319-327 [doi]
• Sparse Scale-Space Decomposition of Volume Changes in Deformations FieldsMarco Lorenzi, Bjoern H. Menze, Marc Niethammer, Nicholas Ayache, Xavier Pennec. 328-335 [doi]
• Measurement of Myelin in the Preterm Brain: Multi-compartment Diffusion Imaging and Multi-component T2 RelaxometryAndrew Melbourne, Zach Eaton-Rosen, Alan Bainbridge, Giles S. Kendall, Manuel Jorge Cardoso, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin. 336-344 [doi]
• Stent Shape Estimation through a Comprehensive Interpretation of Intravascular Ultrasound ImagesFrancesco Ciompi, Simone Balocco, Carles Caus, Josepa Mauri, Petia Radeva. 345-352 [doi]
• Epileptogenic Lesion Quantification in MRI Using Contralateral 3D Texture ComparisonsOscar Alfonso Jiménez del Toro, Antonio Foncubierta-Rodriguez, María Isabel Vargas Gómez, Henning Müller, Adrien Depeursinge. 353-360 [doi]
• Statistical Shape Model to 3D Ultrasound Registration for Spine Interventions Using Enhanced Local Phase FeaturesIlker Hacihaliloglu, Abtin Rasoulian, Robert Rohling, Purang Abolmaesumi. 361-368 [doi]
• Learning-Based Modeling of Endovascular Navigation for Collaborative Robotic CatheterizationHedyeh Rafii-Tari, Jindong Liu, Su-Lin Lee, Colin Bicknell, Guang-Zhong Yang. 369-377 [doi]
• Incremental Learning with Selective Memory (ILSM): Towards Fast Prostate Localization for Image Guided RadiotherapyYaozong Gao, Yiqiang Zhan, Dinggang Shen. 378-386 [doi]
• A Tensor-Based Population Value Decomposition to Explain Rectal Toxicity after Prostate Cancer RadiotherapyJuan David Ospina, Frederic Commandeur, Richard Ríos, Gaël Dréan, Juan Carlos Correa, Antoine Simon, Pascal Haigron, Renaud de Crevoisier, Oscar Acosta. 387-394 [doi]
• Image-Based Computational Models for TAVI Planning: From CT Images to Implant DeploymentSasa Grbic, Tommaso Mansi, Razvan Ioan Ionasec, Ingmar Voigt, Helene Houle, Matthias John, Max Schoebinger, Nassir Navab, Dorin Comaniciu. 395-402 [doi]
• A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer DetectionAngel Alfonso Cruz-Roa, John Edison Arevalo Ovalle, Anant Madabhushi, Fabio Augusto González Osorio. 403-410 [doi]
• Mitosis Detection in Breast Cancer Histology Images with Deep Neural NetworksDan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber. 411-418 [doi]
• Learning to Segment Neurons with Non-local Quality MeasuresThorben Kröger, Shawn Mikula, Winfried Denk, Ullrich Köthe, Fred A. Hamprecht. 419-427 [doi]
• Analysis of Trabecular Bone Microstructure Using Contour Tree ConnectivityDogu Baran Aydogan, Niko Moritz, Hannu T. Aro, Jari Hyttinen. 428-435 [doi]
• Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal ImagesQiao Hu, Michael D. Abràmoff, Mona Kathryn Garvin. 436-443 [doi]
• Longitudinal Modeling of Glaucoma Progression Using 2-Dimensional Continuous-Time Hidden Markov ModelYu-Ying Liu, Hiroshi Ishikawa, Mei Chen, Gadi Wollstein, Joel Schuman, James M. Rehg. 444-451 [doi]
• Discriminative Data Transform for Image Feature Extraction and ClassificationYang Song, Weidong Cai, Seungil Huh, Mei Chen, Takeo Kanade, Yun Zhou, Dagan Feng. 452-459 [doi]
• Automated Embryo Stage Classification in Time-Lapse Microscopy Video of Early Human Embryo DevelopmentYu Wang, Farshid Moussavi, Peter Lorenzen. 460-467 [doi]
• Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity RegressionYanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu 0001, Dong Xu, Ching Yu Cheng, Carol Yim-lui Cheung, Tien Yin Wong. 468-475 [doi]
• 3D Intraventricular Flow Mapping from Colour Doppler Images and Wall MotionAlberto Gómez, Adelaide de Vecchi, Kuberan Pushparajah, John M. Simpson, Daniel Giese, Tobias Schaeffter, Graeme P. Penney. 476-483 [doi]
• Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic ImagesAntonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi, Gemma Piella. 484-491 [doi]
• Joint Statistics on Cardiac Shape and Fiber ArchitectureHerve Lombaert, Jean-Marc Peyrat. 492-500 [doi]
• Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical TestingKristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec. 501-508 [doi]
• Cardiac Fiber Inpainting Using Cartan FormsEmmanuel Piuze, Herve Lombaert, Jon Sporring, Kaleem Siddiqi. 509-517 [doi]
• Sequential Monte Carlo Tracking for Marginal Artery Segmentation on CT Angiography by Multiple Cue FusionShijun Wang, Brandon Peplinski, Le Lu, Weidong Zhang, Jianfei Liu, Zhuoshi Wei, Ronald M. Summers. 518-525 [doi]
• Tracking of Carotid Arteries in Ultrasound ImagesShubao Liu, Dirk R. Padfield, Paulo R. S. Mendonça. 526-533 [doi]
• Studying Cerebral Vasculature Using Structure Proximity and Graph KernelsRoland Kwitt, Danielle F. Pace, Marc Niethammer, Stephen R. Aylward. 534-541 [doi]
• Carotid Artery Lumen Segmentation in 3D Free-Hand Ultrasound Images Using Surface Graph CutsAndrés M. Arias Lorza, Diego D. B. Carvalho, Jens Petersen, Anouk C. van Dijk, Aad van der Lugt, Wiro J. Niessen, Stefan Klein, Marleen de Bruijne. 542-549 [doi]
• Random Walks with Adaptive Cylinder Flux Based Connectivity for Vessel SegmentationNing Zhu, Albert C. S. Chung. 550-558 [doi]
• Spatially Constrained Random Walk Approach for Accurate Estimation of Airway Wall SurfacesZiyue Xu, Ulas Bagci, Brent Foster, Awais Mansoor, Daniel J. Mollura. 559-566 [doi]
• Interactive Retinal Vessel Extraction by Integrating Vessel Tracing and Graph SearchLu Wang, Vinutha Kallem, Mayank Bansal, Jayan Eledath, Harpreet S. Sawhney, Karen Karp, Denise J. Pearson, Monte D. Mills, Graham E. Quinn, Richard A. Stone. 567-574 [doi]
• Free-Breathing Whole-Heart Coronary MRA: Motion Compensation Integrated into 3D Cartesian Compressed Sensing ReconstructionChristoph Forman, Robert Grimm, Jana Maria Hutter, Andreas K. Maier, Joachim Hornegger, Michael O. Zenge. 575-582 [doi]
• Deep Learning-Based Feature Representation for AD/MCI ClassificationHeung-Il Suk, Dinggang Shen. 583-590 [doi]
• Enhancing the Reproducibility of Group Analysis with Randomized Brain ParcellationsBenoit Da Mota, Virgile Fritsch, Gaël Varoquaux, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion. 591-598 [doi]
• Multiple Instance Learning for Classification of Dementia in Brain MRITong Tong, Robin Wolz, Qinquan Gao, Joseph V. Hajnal, Daniel Rueckert. 599-606 [doi]
• Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary LearningAlexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux. 607-615 [doi]
• Bayesian Joint Detection-Estimation of Cerebral Vasoreactivity from ASL fMRI DataThomas Vincent, Jan Warnking, Marjorie Villien, Alexandre Krainik, Philippe Ciuciu, Florence Forbes. 616-624 [doi]
• A New Sparse Simplex Model for Brain Anatomical and Genetic Network AnalysisHeng Huang, Jingwen Yan, Feiping Nie, Jin Huang, Weidong Cai, Andrew J. Saykin, Li Shen. 625-632 [doi]
• Manifold Learning of Brain MRIs by Deep LearningTom Brosch, Roger Tam. 633-640 [doi]
• Multiresolution Hierarchical Shape Models in 3D Subcortical Brain StructuresJuan J. Cerrolaza, Noemí Carranza-Herrezuelo, Arantxa Villanueva, Rafael Cabeza, Miguel Ángel González Ballester, Marius George Linguraru. 641-648 [doi]
• Unsupervised Deep Feature Learning for Deformable Registration of MR Brain ImagesGuorong Wu, Minjeong Kim, Qian Wang, Yaozong Gao, Shu Liao, Dinggang Shen. 649-656 [doi]
• A Spatial Mixture Approach to Inferring Sub-ROI Spatio-temporal Patterns from Rapid Event-Related fMRI DataYuan Shen, Stephen D. Mayhew, Zoe Kourtzi, Peter Tino. 657-664 [doi]
• Group-Wise FMRI Activation Detection on Corresponding Cortical LandmarksJinglei Lv, Dajiang Zhu, Xintao Hu, Xin Zhang, Tuo Zhang, Junwei Han, Lei Guo, Tianming Liu. 665-673 [doi]
• Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCIXi Jiang, Dajiang Zhu, Kaiming Li, Tuo Zhang, Dinggang Shen, Lei Guo, Tianming Liu. 674-681 [doi]
• Overlapping Replicator Dynamics for Functional Subnetwork IdentificationBurak Yoldemir, Bernard Ng, Rafeef Abugharbieh. 682-689 [doi]
• Genetic Clustering on the Hippocampal Surface for Genome-Wide Association StudiesDerrek P. Hibar, Sarah E. Medland, Jason L. Stein, Sungeun Kim, Li Shen, Andrew J. Saykin, Greig I. de Zubicaray, Katie McMahon, Grant W. Montgomery, Nicholas G. Martin, Margaret J. Wright, Srdjan Djurovic, Ingrid Agartz, Ole A. Andreassen, Paul M. Thompson. 690-697 [doi]
• Modeling Dynamic Functional Information Flows on Large-Scale Brain NetworksPeili Lv, Lei Guo, Xintao Hu, Xiang Li, Changfeng Jin, Junwei Han, Lingjiang Li, Tianming Liu. 698-705 [doi]