Table of Contents

• Deep Convolutional Encoder Networks for Multiple Sclerosis Lesion SegmentationTom Brosch, Youngjin Yoo, Lisa Y. W. Tang, David K. B. Li, Anthony Traboulsee, Roger C. Tam. 3-11 [doi]
• Unsupervised Myocardial Segmentation for Cardiac MRIAnirban Mukhopadhyay, Ilkay Öksüz, Marco Bevilacqua, Rohan Dharmakumar, Sotirios A. Tsaftaris. 12-20 [doi]
• Multimodal Cortical Parcellation Based on Anatomical and Functional Brain ConnectivityChendi Wang, Burak Yoldemir, Rafeef Abugharbieh. 21-28 [doi]
• Slic-Seg: Slice-by-Slice Segmentation Propagation of the Placenta in Fetal MRI Using One-Plane Scribbles and Online LearningGuotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Anna L. David, Jan Deprest, Tom Vercauteren, Sébastien Ourselin. 29-37 [doi]
• GPSSI: Gaussian Process for Sampling Segmentations of ImagesMatthieu Lê, Jan Unkelbach, Nicholas Ayache, Hervé Delingette. 38-46 [doi]
• Multi-Level Parcellation of the Cerebral Cortex Using Resting-State fMRISalim Arslan, Daniel Rueckert. 47-54 [doi]
• Interactive Multi-organ Segmentation Based on Multiple Template DeformationRomane Gauriau, David Lesage, Mélanie Chiaradia, Baptiste Morel, Isabelle Bloch. 55-62 [doi]
• Segmentation of Infant Hippocampus Using Common Feature Representations Learned for Multimodal Longitudinal DataYanrong Guo, Guorong Wu, Pew-Thian Yap, Valerie Jewells, Weili Lin, Dinggang Shen. 63-71 [doi]
• Measuring Cortical Neurite-Dispersion and Perfusion in Preterm-Born Adolescents Using Multi-modal MRIAndrew Melbourne, Zach Eaton-Rosen, David Owen, Jorge Cardoso, Joanne Beckmann, David Atkinson, Neil Marlow, Sébastien Ourselin. 72-79 [doi]
• Interactive Whole-Heart Segmentation in Congenital Heart DiseaseDanielle F. Pace, Adrian V. Dalca, Tal Geva, Andrew J. Powell, Mehdi H. Moghari, Polina Golland. 80-88 [doi]
• Automatic 3D US Brain Ventricle Segmentation in Pre-Term Neonates Using Multi-phase Geodesic Level-Sets with Shape PriorWu Qiu, Jing Yuan, Jessica Kishimoto, Yimin Chen, Martin Rajchl, Eranga Ukwatta, Sandrine de Ribaupierre, Aaron Fenster. 89-96 [doi]
• Multiple Surface Segmentation Using Truncated Convex PriorsAbhay Shah, Junjie Bai, Zhihong Hu, SriniVas R. Sadda, Xiaodong Wu. 97-104 [doi]
• Statistical Power in Image Segmentation: Relating Sample Size to Reference Standard QualityEli Gibson, Henkjan J. Huisman, Dean C. Barratt. 105-113 [doi]
• Joint Learning of Image Regressor and Classifier for Deformable Segmentation of CT Pelvic OrgansYaozong Gao, Jun Lian, Dinggang Shen. 114-122 [doi]
• Corpus Callosum Segmentation in MS Studies Using Normal Atlases and Optimal Hybridization of Extrinsic and Intrinsic Image CuesLisa Y. W. Tang, Ghassan Hamarneh, Anthony Traboulsee, David K. B. Li, Roger C. Tam. 123-131 [doi]
• Brain Tissue Segmentation Based on Diffusion MRI Using ℓ0 Sparse-Group Representation ClassificationPew-Thian Yap, Yong Zhang, Dinggang Shen. 132-139 [doi]
• A Latent Source Model for Patch-Based Image SegmentationGeorge H. Chen, Devavrat Shah, Polina Golland. 140-148 [doi]
• Multi-organ Segmentation Using Shape Model Guided Local Phase AnalysisChunliang Wang, Örjan Smedby. 149-156 [doi]
• Filling Large Discontinuities in 3D Vascular Networks Using Skeleton- and Intensity-Based InformationRussell Bates, Laurent Risser, Benjamin Irving, Bartlomiej W. Papiez, Pavitra Kannan, Veerle Kersemans, Julia A. Schnabel. 157-164 [doi]
• A Continuous Flow-Maximisation Approach to Connectivity-Driven Cortical ParcellationSarah Parisot, Martin Rajchl, Jonathan Passerat-Palmbach, Daniel Rueckert. 165-172 [doi]
• A 3D Fractal-Based Approach towards Understanding Changes in the Infarcted Heart MicrovasculaturePolyxeni Gkontra, Magdalena M. Zak, Kerri-Ann Norton, Andrés Santos, Aleksander S. Popel, Alicia G. Arroyo. 173-180 [doi]
• Segmenting the Uterus in Monocular Laparoscopic Images without Manual InputToby Collins, Adrien Bartoli, Nicolas Bourdel, Michel Canis. 181-189 [doi]
• Progressive Label Fusion Framework for Multi-atlas Segmentation by Dictionary EvolutionYantao Song, Guorong Wu, Quan-Sen Sun, Khosro Bahrami, Chunming Li, Dinggang Shen. 190-197 [doi]
• Multi-atlas Based Segmentation Editing with Interaction-Guided ConstraintsSang-Hyun Park, Yaozong Gao, Dinggang Shen. 198-206 [doi]
• Improving Convenience and Reliability of 5-ALA-Induced Fluorescent Imaging for Brain Tumor SurgeryHiroki Taniguchi, Noriko Kohira, Takashi Ohnishi, Hiroshi Kawahira, Mikael von und zu Fraunberg, Juha E. Jääskeläinen, Markku Hauta-Kasari, Yasuo Iwadate, Hideaki Haneishi. 209-217 [doi]
• Analysis of High-throughput Microscopy Videos: Catching Up with Cell DynamicsA. Arbelle, N. Drayman, M. Bray, U. Alon, A. Carpenter, T. Riklin Raviv. 218-225 [doi]
• Neutrophils Identification by Deep Learning and Voronoi Diagram of ClustersJiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen. 226-233 [doi]
• U-Net: Convolutional Networks for Biomedical Image SegmentationOlaf Ronneberger, Philipp Fischer, Thomas Brox. 234-241 [doi]
• Co-restoring Multimodal Microscopy ImagesMingzhong Li, Zhaozheng Yin. 242-250 [doi]
• A 3D Primary Vessel Reconstruction Framework with Serial Microscopy ImagesYanhui Liang, Fusheng Wang, Darren Treanor, Derek R. Magee, George Teodoro, Yangyang Zhu, Jun Kong. 251-259 [doi]
• Adaptive Co-occurrence Differential Texton Space for HEp-2 Cells ClassificationXiang Xu, Feng Lin, Carol Ng, Khai Pang Leong. 260-267 [doi]
• Learning to Segment: Training Hierarchical Segmentation under a Topological LossJan Funke, Fred A. Hamprecht, Chong Zhang. 268-275 [doi]
• You Should Use Regression to Detect CellsPhilipp Kainz, Martin Urschler, Samuel Schulter, Paul Wohlhart, Vincent Lepetit. 276-283 [doi]
• A Hybrid Approach for Segmentation and Tracking of Myxococcus Xanthus SwarmsJianxu Chen, Shant Mahserejian, Mark S. Alber, Danny Z. Chen. 284-291 [doi]
• Fast Background Removal in 3D Fluorescence Microscopy Images Using One-Class LearningLin Yang, Yizhe Zhang, Ian H. Guldner, Siyuan Zhang, Danny Z. Chen. 292-299 [doi]
• Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF EstimationFan Zhang, Yang Song, Siqi Liu, Paul Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, Sidong Liu, David Dagan Feng, Tom Weidong Cai. 300-307 [doi]
• Multimodal Dictionary Learning and Joint Sparse Representation for HEp-2 Cell ClassificationAli Taalimi, Shahab Ensafi, Hairong Qi, Shijian Lu, Ashraf A. Kassim, Chew Lim Tan. 308-315 [doi]
• Cell Event Detection in Phase-Contrast Microscopy Sequences from Few AnnotationsMelih Kandemir, Christian Wojek, Fred A. Hamprecht. 316-323 [doi]
• Robust Muscle Cell Quantification Using Structured Edge Detection and Hierarchical SegmentationFujun Liu, Fuyong Xing, Zizhao Zhang, Mason Mcgough, Lin Yang. 324-331 [doi]
• Fast Cell Segmentation Using Scalable Sparse Manifold Learning and Affine Transform-Approximated Active ContourFuyong Xing, Lin Yang. 332-339 [doi]
• Restoring the Invisible Details in Differential Interference Contrast Microscopy ImagesWenchao Jiang, Zhaozheng Yin. 340-348 [doi]
• A Novel Cell Detection Method Using Deep Convolutional Neural Network and Maximum-Weight Independent SetFujun Liu, Lin Yang. 349-357 [doi]
• Beyond Classification: Structured Regression for Robust Cell Detection Using Convolutional Neural NetworkYuanpu Xie, Fuyong Xing, Xiangfei Kong, Hai Su, Lin Yang. 358-365 [doi]
• Joint Kernel-Based Supervised Hashing for Scalable Histopathological Image AnalysisMenglin Jiang, Shaoting Zhang, JunZhou Huang, Lin Yang, Dimitris N. Metaxas. 366-373 [doi]
• Deep Voting: A Robust Approach Toward Nucleus Localization in Microscopy ImagesYuanpu Xie, Xiangfei Kong, Fuyong Xing, Fujun Liu, Hai Su, Lin Yang. 374-382 [doi]
• Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising AutoencodersHai Su, Fuyong Xing, Xiangfei Kong, Yuanpu Xie, Shaoting Zhang, Lin Yang. 383-390 [doi]
• Automatic in Vivo Cell Detection in MRIMuhammad Jamal Afridi, Xiaoming Liu, Erik Shapiro, Arun Ross. 391-399 [doi]
• Automatic Vessel Segmentation from Pulsatile Radial DistensionAlborz Amir-Khalili, Ghassan Hamarneh, Rafeef Abugharbieh. 403-410 [doi]
• A Sparse Bayesian Learning Algorithm for Longitudinal Image DataMert R. Sabuncu. 411-418 [doi]
• Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor DecompositionKristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec. 419-426 [doi]
• Liver Motion Estimation via Locally Adaptive Over-Segmentation RegularizationBartlomiej W. Papiez, Jamie Franklin, Mattias P. Heinrich, Fergus V. Gleeson, Julia A. Schnabel. 427-434 [doi]
• Motion-Corrected, Super-Resolution Reconstruction for High-Resolution 3D Cardiac Cine MRIFreddy Odille, Aurélien Bustin, Bailiang Chen, Pierre-André Vuissoz, Jacques Felblinger. 435-442 [doi]
• Motion Estimation of Common Carotid Artery Wall Using a H ∞ Filter Based Block Matching MethodZhifan Gao, Huahua Xiong, Heye Zhang, Dan Wu, Minhua Lu, Wanqing Wu, Kelvin K. L. Wong, Yuan-Ting Zhang. 443-450 [doi]
• Solving Logistic Regression with Group Cardinality Constraints for Time Series AnalysisYong Zhang, Kilian M. Pohl. 459-466 [doi]
• Spatiotemporal Parsing of Motor Kinematics for Assessing Stroke RecoveryBorislav Antic, Uta Büchler, Anna-Sophia Wahl, Martin E. Schwab, Björn Ommer. 467-475 [doi]
• Longitudinal Analysis of Pre-term Neonatal Brain Ventricle in Ultrasound Images Based on Convex OptimizationWu Qiu, Jing Yuan, Jessica Kishimoto, Yimin Chen, Martin Rajchl, Eranga Ukwatta, Sandrine de Ribaupierre, Aaron Fenster. 476-483 [doi]
• Multi-GPU Reconstruction of Dynamic Compressed Sensing MRITran Minh Quan, Sohyun Han, HyungJoon Cho, Won-Ki Jeong. 484-492 [doi]
• Prospective Identification of CRT Super Responders Using a Motion Atlas and Random Projection Ensemble LearningDevis Peressutti, Wenjia Bai, Thomas Jackson, Manav Sohal, C. Aldo Rinaldi, Daniel Rueckert, Andrew P. King. 493-500 [doi]
• Motion Compensated Abdominal Diffusion Weighted MRI by Simultaneous Image Registration and Model Estimation (SIR-ME)Sila Kurugol, Moti Freiman, Onur Afacan, Liran Domachevsky, Jeannette M. Perez-Rossello, Michael J. Callahan, Simon K. Warfield. 501-509 [doi]
• Fast Reconstruction of Accelerated Dynamic MRI Using Manifold Kernel RegressionKanwal K. Bhatia, Jose Caballero, Anthony N. Price, Ying Sun, Joseph V. Hajnal, Daniel Rueckert. 510-518 [doi]
• Predictive Modeling of Anatomy with Genetic and Clinical DataAdrian V. Dalca, Ramesh Sridharan, Mert R. Sabuncu, Polina Golland. 519-526 [doi]
• Joint Diagnosis and Conversion Time Prediction of Progressive Mild Cognitive Impairment (pMCI) Using Low-Rank Subspace Clustering and Matrix CompletionKim-Han Thung, Pew-Thian Yap, Ehsan Adeli-M., Dinggang Shen. 527-534 [doi]
• Learning with Heterogeneous Data for Longitudinal StudiesLetizia Squarcina, Cinzia Perlini, Marcella Bellani, Antonio Lasalvia, Mirella Ruggeri, Paolo Brambilla, Umberto Castellani. 535-542 [doi]
• Parcellation of Infant Surface Atlas Using Developmental Trajectories of Multidimensional Cortical AttributesGang Li, Li Wang 0026, John H. Gilmore, Weili Lin, Dinggang Shen. 543-550 [doi]
• Graph-Based Motion-Driven Segmentation of the Carotid Atherosclerotique Plaque in 2D Ultrasound SequencesAimilia Gastounioti, Aristeidis Sotiras, Konstantina S. Nikita, Nikos Paragios. 551-559 [doi]
• Cortical Surface-Based Construction of Individual Structural Network with Application to Early Brain Development StudyYu Meng, Gang Li, Weili Lin, John H. Gilmore, Dinggang Shen. 560-568 [doi]
• NEOCIVET: Extraction of Cortical Surface and Analysis of Neonatal Gyrification Using a Modified CIVET PipelineHosung Kim, Claude Lepage, Alan C. Evans, A. James Barkovich, Duan Xu. 571-579 [doi]
• Learning-Based Shape Model Matching: Training Accurate Models with Minimal Manual InputClaudia Lindner, Jessie Thomson, Timothy F. Cootes. 580-587 [doi]
• Scale and Curvature Invariant Ridge Detector for Tortuous and Fragmented StructuresRoberto Annunziata, Ahmad Kheirkhah, Pedram Hamrah, Emanuele Trucco. 588-595 [doi]
• Boosting Hand-Crafted Features for Curvilinear Structure Segmentation by Learning Context FiltersRoberto Annunziata, Ahmad Kheirkhah, Pedram Hamrah, Emanuele Trucco. 596-603 [doi]
• Kernel-Based Analysis of Functional Brain Connectivity on Grassmann ManifoldLuca Dodero, Fabio Sambataro, Vittorio Murino, Diego Sona. 604-611 [doi]
• A Steering Engine: Learning 3-D Anatomy Orientation Using Regression ForestsFitsum A. Reda, Yiqiang Zhan, Xiang Sean Zhou. 612-619 [doi]
• Automated Localization of Fetal Organs in MRI Using Random Forests with Steerable FeaturesKevin Keraudren, Bernhard Kainz, Ozan Oktay, Vanessa Kyriakopoulou, Mary A. Rutherford, Joseph V. Hajnal, Daniel Rueckert. 620-627 [doi]
• A Statistical Model for Smooth Shapes in Kendall Shape SpaceAkshay V. Gaikwad, Saurabh J. Shigwan, Suyash P. Awate. 628-635 [doi]
• A Cross Saliency Approach to Asymmetry-Based Tumor DetectionMiri Erihov, Sharon Alpert, Pavel Kisilev, Sharbell Y. Hashoul. 636-643 [doi]
• Grey Matter Sublayer Thickness Estimation in the Mouse CerebellumDa Ma, Manuel J. Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin. 644-651 [doi]
• Unregistered Multiview Mammogram Analysis with Pre-trained Deep Learning ModelsGustavo Carneiro, Jacinto C. Nascimento, Andrew P. Bradley. 652-660 [doi]
• Automatic Craniomaxillofacial Landmark Digitization via Segmentation-Guided Partially-Joint Regression Forest ModelJun Zhang, Yaozong Gao, Li Wang, Zhen Tang, James J. Xia, Dinggang Shen. 661-668 [doi]
• Automatic Feature Learning for Glaucoma Detection Based on Deep LearningXiangyu Chen, Yanwu Xu, Shuicheng Yan, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu 0001. 669-677 [doi]
• Fast Automatic Vertebrae Detection and Localization in Pathological CT Scans - A Deep Learning ApproachAmin Suzani, Alexander Seitel, Yuan Liu, Sidney Fels, Robert N. Rohling, Purang Abolmaesumi. 678-686 [doi]
• Guided Random Forests for Identification of Key Fetal Anatomy and Image Categorization in Ultrasound ScansMohammad Yaqub, Brenda Kelly, Aris T. Papageorghiou, J. Alison Noble. 687-694 [doi]
• Dempster-Shafer Theory Based Feature Selection with Sparse Constraint for Outcome Prediction in Cancer TherapyChunfeng Lian, Su Ruan, Thierry Denoeux, Hua Li, Pierre Vera. 695-702 [doi]
• Disjunctive Normal Shape and Appearance Priors with Applications to Image SegmentationFitsum Mesadi, Müjdat Çetin, Tolga Tasdizen. 703-710 [doi]
• Positive Delta Detection for Alpha Shape Segmentation of 3D Ultrasound Images of Pathologic KidneysJuan J. Cerrolaza, Christopher Meyer, James Jago, Craig A. Peters, Marius George Linguraru. 711-718 [doi]
• Non-local Atlas-guided Multi-channel Forest Learning for Human Brain LabelingGuangkai Ma, Yaozong Gao, Guorong Wu, Ligang Wu, Dinggang Shen. 719-726 [doi]
• Model Criticism for Regression on the GrassmannianYi Hong, Roland Kwitt, Marc Niethammer. 727-734 [doi]
• Structural Edge Detection for Cardiovascular ModelingJameson Merkow, Zhuowen Tu, David J. Kriegman, Alison Marsden. 735-742 [doi]
• Sample Size Estimation for Outlier DetectionTimothy Gebhard, Inga Koerte, Sylvain Bouix. 743-750 [doi]
• Multi-scale Heat Kernel Based Volumetric Morphology SignatureGang Wang, Yalin Wang. 751-759 [doi]
• Structural Brain MappingMuhammad Razib, Zhonglin Lu, Wei Zeng. 760-767 [doi]