Table of Contents

• Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma DiagnosisYanwu Xu, Dong Xu, Stephen Lin, Jiang Liu 0001, Jun Cheng, Carol Yim-lui Cheung, Tin Aung, Tien Yin Wong. 1-8 [doi]
• Learning from Only Positive and Unlabeled Data to Detect Lesions in Vascular CT ImagesMaria A. Zuluaga, Don Hush, Edgar J. F. Delgado Leyton, Marcela Hernández Hoyos, Maciej Orkisz. 9-16 [doi]
• Regularized Tensor Factorization for Multi-Modality Medical Image ClassificationNematollah Batmanghelich, Aoyan Dong, Ben Taskar, Christos Davatzikos. 17-24 [doi]
• Detection, Grading and Classification of Coronary Stenoses in Computed Tomography AngiographyB. Michael Kelm, Sushil Mittal, Yefeng Zheng, Alexey Tsymbal, Dominik Bernhardt, Fernando Vega Higuera, Shaohua Kevin Zhou, Peter Meer, Dorin Comaniciu. 25-32 [doi]
• Aggregated Distance Metric Learning (ADM) for Image Classification in Presence of Limited Training DataGaoyu Xiao, Anant Madabhushi. 33-40 [doi]
• Sparse Classification for Computer Aided Diagnosis Using Learned DictionariesMeizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu, Marcos Salganicoff. 41-48 [doi]
• A Discriminative-Generative Model for Detecting Intravenous Contrast in CT ImagesAntonio Criminisi, Krishna Juluru, Sayan Pathak. 49-57 [doi]
• Classification of Alzheimer's Disease Using a Self-Smoothing OperatorJuan Eugenio Iglesias, Jiayan Jiang, Cheng-Yi Liu, Zhuowen Tu. 58-65 [doi]
• An Analysis of Scale and Rotation Invariance in the Bag-of-Features Method for Histopathological Image ClassificationSyed Hussain Raza, R. Mitchell Parry, Richard A. Moffitt, Andrew N. Young, May D. Wang. 66-74 [doi]
• Robust Large Scale Prone-Supine Polyp Matching Using Local Features: A Metric Learning ApproachMeizhu Liu, Le Lu, Jinbo Bi, Vikas C. Raykar, Matthias Wolf, Marcos Salganicoff. 75-82 [doi]
• Targeted Optical Biopsies for Surveillance EndoscopiesSelen Atasoy, Diana Mateus, Alexander Meining, Guang-Zhong Yang, Nassir Navab. 83-90 [doi]
• Focal Biologically Inspired Feature for Glaucoma Type ClassificationJun Cheng, Dacheng Tao, Jiang Liu 0001, Damon Wing Kee Wong, Beng Hai Lee, Mani Baskaran, Tien Yin Wong, Tin Aung. 91-98 [doi]
• The Relevance Voxel Machine (RVoxM): A Bayesian Method for Image-Based PredictionMert R. Sabuncu, Koen Van Leemput. 99-106 [doi]
• Assessment of Regional Myocardial Function via Statistical Features in MR ImagesMariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar, Max W. K. Law, Ali Islam, Aashish Goela, Ian G. Ross, Terry M. Peters, Shuo Li. 107-114 [doi]
• Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and RegressionHua Wang, Feiping Nie, Heng Huang, Shannon L. Risacher, Andrew J. Saykin, Li Shen. 115-123 [doi]
• Biological Indexes Based Reflectional Asymmetry for Classifying Cutaneous LesionsZhao Liu, Lyndon N. Smith, Jiuai Sun, Melvyn L. Smith, Robert Warr. 124-132 [doi]
• Identification of Paediatric Tuberculosis from Airway Shape FeaturesBenjamin Irving, Pierre Goussard, Robert Gie, Andrew Todd-Pokropek, Paul Taylor. 133-140 [doi]
• Automatic Region-of-Interest Segmentation and Pathology Detection in Magnetically Guided Capsule EndoscopyPhilip Walter Mewes, Dominik Neumann, Oleg Licegevic, Johannes Simon, Aleksandar Lj. Juloski, Elli Angelopoulou. 141-148 [doi]
• Simultaneous Segmentation and Grading of Hippocampus for Patient Classification with Alzheimer's DiseasePierrick Coupé, Simon F. Eskildsen, José V. Manjón, Vladimir Fonov, D. Louis Collins. 149-157 [doi]
• Localization of the Lumbar Discs Using Machine Learning and Exact Probabilistic InferenceAyse Betül Oktay, Yusuf Sinan Akgul. 158-165 [doi]
• Automatic Contrast Phase Estimation in CT VolumesMichal Sofka, Dijia Wu, Michael Sühling, David Liu, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou. 166-174 [doi]
• 3D Shape Analysis for Early Diagnosis of Malignant Lung NodulesAyman El-Baz, Matthew Nitzken, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Robert Falk, Mohamed Abou El-Ghar. 175-182 [doi]
• Classification of Diffuse Lung Disease Patterns on High-Resolution Computed Tomography by a Bag of Words ApproachRui Xu, Yasushi Hirano, Rie Tachibana, Shoji Kido. 183-190 [doi]
• Discriminative Pathological Context Detection in Thoracic Images Based on Multi-level InferenceYang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng. 191-198 [doi]
• X-ray Categorization and Spatial Localization of Chest PathologiesUri Avni, Hayit Greenspan, Jacob Goldberger. 199-206 [doi]
• Computer-Aided Detection of Ground Glass Nodules in Thoracic CT Images Using Shape, Intensity and Context FeaturesColin Jacobs, Clara I. Sánchez, Stefan C. Saur, Thorsten Twellmann, Pim A. de Jong, Bram van Ginneken. 207-214 [doi]
• Learning Shape and Texture Characteristics of CT Tree-in-Bud Opacities for CAD SystemsUlas Bagci, Jianhua Yao, Jesus Caban, Anthony F. Suffredini, Tara N. Palmore, Daniel J. Mollura. 215-222 [doi]
• Referenceless Stratification of Parenchymal Lung AbnormalitiesSushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai, Richard A. Robb. 223-230 [doi]
• Lung Texture Classification Using Locally-Oriented Riesz ComponentsAdrien Depeursinge, Antonio Foncubierta-Rodriguez, Dimitri Van De Ville, Henning Müller. 231-238 [doi]
• Fast Multiple Organ Detection and Localization in Whole-Body MR Dixon SequencesOlivier Pauly, Ben Glocker, Antonio Criminisi, Diana Mateus, Axel Martinez-Möller, Stephan G. Nekolla, Nassir Navab. 239-247 [doi]
• ManiSMC: A New Method Using Manifold Modeling and Sequential Monte Carlo Sampler for Boosting Navigated BronchoscopyXióngbiao Luó, Takayuki Kitasaka, Kensaku Mori. 248-255 [doi]
• Characterizing Pathological Deviations from Normality Using Constrained Manifold-LearningNicolas Duchateau, Mathieu De Craene, Gemma Piella, Alejandro F. Frangi. 256-263 [doi]
• Detecting Outlying Subjects in High-Dimensional Neuroimaging Datasets with Regularized Minimum Covariance DeterminantVirgile Fritsch, Gaël Varoquaux, Benjamin Thyreau, Jean-Baptiste Poline, Bertrand Thirion. 264-271 [doi]
• Segmenting Images by Combining Selected Atlases on ManifoldYihui Cao, Yuan Yuan, Xuelong Li, Baris Turkbey, Peter L. Choyke, Pingkun Yan. 272-279 [doi]
• Learning Pit Pattern Concepts for Gastroenterological TrainingRoland Kwitt, Nikhil Rasiwasia, Nuno Vasconcelos, Andreas Uhl, Michael Häfner, Friedrich Wrba. 280-287 [doi]
• Immediate Structured Visual Search for Medical ImagesKaren Simonyan, Andrew Zisserman, Antonio Criminisi. 288-296 [doi]
• Retrieval Evaluation and Distance Learning from Perceived Similarity between Endomicroscopy VideosBarbara André, Tom Vercauteren, Anna M. Buchner, Michael B. Wallace, Nicholas Ayache. 297-304 [doi]
• A New Approach for Tubular Structure Modeling and Segmentation Using Graph-Based TechniquesJack H. Noble, Benoit M. Dawant. 305-312 [doi]
• Learning-Based Meta-Algorithm for MRI Brain ExtractionFeng Shi, Li Wang 0026, John H. Gilmore, Weili Lin, Dinggang Shen. 313-321 [doi]
• Learning Likelihoods for Labeling (L3): A General Multi-Classifier Segmentation AlgorithmNeil I. Weisenfeld, Simon K. Warfield. 322-329 [doi]
• Anatomical Labeling of the Anterior Circulation of the Circle of Willis Using Maximum a Posteriori ClassificationHrvoje Bogunovic, José María Pozo, Rubén Cárdenes, Alejandro F. Frangi. 330-337 [doi]
• Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set OptimizationTimo Kohlberger, Michal Sofka, Jingdan Zhang, Neil Birkbeck, Jens Wetzl, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou. 338-345 [doi]
• Pose-Invariant 3D Proximal Femur Estimation through Bi-planar Image Segmentation with Hierarchical Higher-Order Graph-Based PriorsChaohui Wang, Haithem Boussaid, Loïc Simon, Jean-Yves Lazennec, Nikos Paragios. 346-353 [doi]
• Fully Automatic Segmentation of Brain Tumor Images Using Support Vector Machine Classification in Combination with Hierarchical Conditional Random Field RegularizationStefan Bauer, Lutz-Peter Nolte, Mauricio Reyes. 354-361 [doi]
• Midbrain Segmentation in Transcranial 3D Ultrasound for Parkinson DiagnosisSeyed-Ahmad Ahmadi, Maximilian Baust, Athanasios Karamalis, Annika Plate, Kai Boetzel, Tassilo Klein, Nassir Navab. 362-369 [doi]
• Order Preserving and Shape Prior Constrained Intra-retinal Layer Segmentation in Optical Coherence TomographyFabian Rathke, Stefan Schmidt, Christoph Schnörr. 370-377 [doi]
• Adaptive Neonate Brain SegmentationManuel Jorge Cardoso, Andrew Melbourne, Giles S. Kendall, Marc Modat, Cornelia F. Hagmann, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin. 378-386 [doi]
• Renal Cortex Segmentation Using Optimal Surface Search with Novel Graph ConstructionXiuli Li, Xinjian Chen, Jianhua Yao, Xing Zhang, Jie Tian. 387-394 [doi]
• 3D Modeling of Coronary Artery Bifurcations from CTA and Conventional Coronary AngiographyRubén Cárdenes, José Luis Díez, Ignacio Larrabide, Hrvoje Bogunovic, Alejandro F. Frangi. 395-402 [doi]
• Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological StructuresYefeng Zheng, Hüseyin Tek, Gareth Funka-Lea, Shaohua Kevin Zhou, Fernando Vega Higuera, Dorin Comaniciu. 403-410 [doi]
• A Holistic Approach for the Detection of Media-Adventitia Border in IVUSFrancesco Ciompi, Oriol Pujol, Carlo Gatta, Xavier Carrillo, Josepa Mauri, Petia Radeva. 411-419 [doi]
• Orientation Histograms as Shape Priors for Left Ventricle Segmentation Using Graph CutsDwarikanath Mahapatra, Ying Sun. 420-427 [doi]
• Myocardial Segmentation of Late Gadolinium Enhanced MR Images by Propagation of Contours from Cine MR ImagesDong Wei, Ying Sun, Ping Chai, Adrian Low, Sim Heng Ong. 428-435 [doi]
• Minimum Average-Cost Path for Real Time 3D Coronary Artery Segmentation of CT ImagesNing Zhu, Albert C. S. Chung. 436-444 [doi]
• Robust Surface-Based Multi-template Automated Algorithm to Segment Healthy and Pathological HippocampiHosung Kim, Tommaso Mansi, Neda Bernasconi, Andrea Bernasconi. 445-453 [doi]
• Model Based 3D Segmentation and OCT Image Undistortion of Percutaneous ImplantsOliver Müller, Sabine Donner, Tobias Klinder, Ralf Dragon, Ivonne Bartsch, Frank Witte, Alexander Krüger, Alexander Heisterkamp, Bodo Rosenhahn. 454-462 [doi]
• Optimizing GHT-Based Heart Localization in an Automatic Segmentation ChainAxel Saalbach, Irina Wächter-Stehle, Reinhard Kneser, Sabine Mollus, Jochen Peters, Jürgen Weese. 463-470 [doi]
• Automatic Extraction of 3D Dynamic Left Ventricle Model from 2D Rotational AngiocardiogramMingqing Chen, Yefeng Zheng, Kerstin Müller, Christopher Rohkohl, Guenter Lauritsch, Jan M. Boese, Gareth Funka-Lea, Joachim Hornegger, Dorin Comaniciu. 471-478 [doi]
• Automatic View Planning for Cardiac MRI AcquisitionXiaoguang Lu, Marie-Pierre Jolly, Bogdan Georgescu, Carmel Hayes, Peter Speier, Michaela Schmidt, Xiaoming Bi, Randall Kroeker, Dorin Comaniciu, Peter Kellman, Edgar Mueller, Jens Guehring. 479-486 [doi]
• Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation AblationYefeng Zheng, Tianzhou Wang, Matthias John, Shaohua Kevin Zhou, Jan M. Boese, Dorin Comaniciu. 487-495 [doi]
• Accurate and Robust Fully-Automatic QCA: Method and Numerical ValidationAntonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Petia Radeva. 496-503 [doi]
• Robust Physically-Constrained Modeling of the Mitral Valve and Subvalvular ApparatusIngmar Voigt, Tommaso Mansi, Razvan Ioan Ionasec, Etienne Assoumou Mengue, Helene Houle, Bogdan Georgescu, Joachim Hornegger, Dorin Comaniciu. 504-511 [doi]
• Regurgitation Quantification Using 3D PISA in Volume EchocardiographyLeo Grady, Saurabh Datta, Oliver Kutter, Christophe Duong, Wolfgang Wein, Stephen H. Little, Stephen R. Igo, Shizhen Liu, Mani A. Vannan. 512-519 [doi]
• Patient-Specific Mitral Leaflet Segmentation from 4D UltrasoundRobert J. Schneider, Neil A. Tenenholtz, Douglas P. Perrin, Gerald R. Marx, Pedro J. del Nido, Robert D. Howe. 520-527 [doi]
• Vessel Connectivity Using Murray's HypothesisYifeng Jiang, Zhen W. Zhuang, Albert J. Sinusas, Lawrence H. Staib, Xenophon Papademetris. 528-536 [doi]
• Segmentation of Nerve Bundles and Ganglia in Spine MRI Using Particle FiltersAdrian V. Dalca, Giovanna Danagoulian, Ron Kikinis, Ehud J. Schmidt, Polina Golland. 537-545 [doi]
• A Multichannel Markov Random Field Approach for Automated Segmentation of Breast Cancer Tumor in DCE-MRI Data Using Kinetic Observation ModelAhmed Bilal Ashraf, Sara Gavenonis, Dania Daye, Carolyn Mies, Michael D. Feldman, Mark Rosen, Despina Kontos. 546-553 [doi]
• 3-D Graph Cut Segmentation with Riemannian Metrics to Avoid the Shrinking ProblemShohei Hanaoka, Karl D. Fritscher, Martin Welk, Mitsutaka Nemoto, Yoshitaka Masutani, Naoto Hayashi, Kuni Ohtomo, Rainer Schubert. 554-561 [doi]
• Adaptive Multi-cluster Fuzzy C-Means Segmentation of Breast Parenchymal Tissue in Digital MammographyBrad M. Keller, Diane Nathan, Yan Wang, Yuanjie Zheng, James C. Gee, Emily F. Conant, Despina Kontos. 562-569 [doi]
• Learning Image Context for Segmentation of Prostate in CT-Guided RadiotherapyWei Li, Shu Liao, Qianjin Feng, Wufan Chen, Dinggang Shen. 570-578 [doi]
• Joint Thrombus and Vessel Segmentation Using Dynamic Texture Likelihoods and Shape PriorNicolas Brieu, Martin Groher, Jovana Serbanovic-Canic, Ana Cvejic, Willem Ouwehand, Nassir Navab. 579-586 [doi]
• 3D Kidney Segmentation from CT Images Using a Level Set Approach Guided by a Novel Stochastic Speed FunctionFahmi Khalifa, Ahmed Elnakib, Garth M. Beache, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Rosemary Ouseph, Guela Sokhadze, Samantha Manning, Patrick McClure, Ayman El-Baz. 587-594 [doi]
• Mixture of Segmenters with Discriminative Spatial Regularization and Sparse Weight SelectionTing Chen, Baba C. Vemuri, Anand Rangarajan, Stephan J. Eisenschenk. 595-602 [doi]
• Active Learning for Interactive 3D Image SegmentationAndrew Top, Ghassan Hamarneh, Rafeef Abugharbieh. 603-610 [doi]
• 3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable ModelsShaoting Zhang, JunZhou Huang, Mustafa Gökhan Uzunbas, Tian Shen, Foteini Delis, Xiaolei Huang, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas. 611-618 [doi]
• Digital Imaging for the Education of Proper Surgical Hand DisinfectionTamás Haidegger, Melinda Nagy, Ákos Lehotsky, László Szilágyi. 619-626 [doi]
• Reinforcement Learning for Context Aware SegmentationLichao Wang, Robert D. Merrifield, Guang-Zhong Yang. 627-634 [doi]
• Robust Deformable-Surface-Based Skull-Stripping for Large-Scale StudiesYaping Wang, Jingxin Nie, Pew-Thian Yap, Feng Shi, Lei Guo, Dinggang Shen. 635-642 [doi]
• Confidence-Guided Sequential Label Fusion for Multi-atlas Based SegmentationDaoqiang Zhang, Guorong Wu, Hongjun Jia, Dinggang Shen. 643-650 [doi]
• Probabilistic Multi-shape Segmentation of Knee Extensor and Flexor MusclesShawn Andrews, Ghassan Hamarneh, Azadeh Yazdanpanah, Bahareh HajGhanbari, W. Darlene Reid. 651-658 [doi]
• Robust Skull Stripping of Clinical Glioblastoma Multiforme DataWilliam Speier, Juan Eugenio Iglesias, Leila El-Kara, Zhuowen Tu, Corey W. Arnold. 659-666 [doi]
• Multi-stage Learning for Robust Lung Segmentation in Challenging CT VolumesMichal Sofka, Jens Wetzl, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Jens N. Kaftan, Jérôme Declerck, Shaohua Kevin Zhou. 667-674 [doi]