Table of Contents

• Automatic Segmentation of Renal Compartments in DCE-MRI ImagesXin Yang, Hung Le Minh, Tim Cheng, Kyung Hyun Sung, Wenyu Liu. 3-11 [doi]
• Harmonizing Diffusion MRI Data Across Multiple Sites and ScannersHengameh Mirzaalian, Amicie de Pierrefeu, Peter Savadjiev, Ofer Pasternak, Sylvain Bouix, Marek Kubicki, Carl-Fredrik Westin, Martha Elizabeth Shenton, Yogesh Rathi. 12-19 [doi]
• Track Filtering via Iterative Correction of TDI TopologyDogu Baran Aydogan, Yonggang Shi. 20-27 [doi]
• Novel Single and Multiple Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical CodesJian Cheng, Dinggang Shen, Pew-Thian Yap, Peter J. Basser. 28-36 [doi]
• q-Space Deep Learning for Twelve-Fold Shorter and Model-Free Diffusion MRI ScansVladimir Golkov, Alexey Dosovitskiy, Philipp G. Sämann, Jonathan I. Sperl, Tim Sprenger, Michael Czisch, Marion I. Menzel, Pedro A. Gómez, Axel Haase, Thomas Brox, Daniel Cremers. 37-44 [doi]
• A Machine Learning Based Approach to Fiber Tractography Using Classifier VotingPeter F. Neher, Michael Götz, Tobias Norajitra, Christian Weber, Klaus H. Maier-Hein. 45-52 [doi]
• Symmetric Wiener Processes for Probabilistic Tractography and Connectivity EstimationMarco Reisert, B. Dihtal, Elias Kellner, Henrik Skibbe, C. Kaller. 53-60 [doi]
• An Iterated Complex Matrix Approach for Simulation and Analysis of Diffusion MRI ProcessesHans Knutsson, Magnus Herberthson, Carl-Fredrik Westin. 61-68 [doi]
• Prediction of Motor Function in Very Preterm Infants Using Connectome Features and Local Synthetic InstancesColin J. Brown, Steven P. Miller, Brian G. Booth, Kenneth J. Poskitt, Vann Chau, Anne R. Synnes, Jill G. Zwicker, Ruth E. Grunau, Ghassan Hamarneh. 69-76 [doi]
• Segmenting Kidney DCE-MRI Using 1st-Order Shape and 5th-Order Appearance PriorsNi Liu, Ahmed Soliman, Georgy L. Gimel'farb, Ayman El-Baz. 77-84 [doi]
• Comparison of Stochastic and Variational Solutions to ASL fMRI Data AnalysisAina Frau-Pascual, Florence Forbes, Philippe Ciuciu. 85-92 [doi]
• Prediction of CT Substitutes from MR Images Based on Local Sparse Correspondence CombinationYao Wu, Wei Yang, Lijun Lu, Zhentai Lu, Liming Zhong, Ru Yang, Meiyan Huang, Yanqiu Feng, Wufan Chen, Qianjin Feng. 93-100 [doi]
• Exploiting the Phase in Diffusion MRI for Microstructure Recovery: Towards Axonal Tortuosity via Asymmetric Diffusion ProcessesMarco Pizzolato, Demian Wassermann, Timothé Boutelier, Rachid Deriche. 109-116 [doi]
• Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRIPramod Kumar Pisharady, Julio Martin Duarte-Carvajalino, Stamatios N. Sotiropoulos, Guillermo Sapiro, Christophe Lenglet. 117-124 [doi]
• Classification of MRI under the Presence of Disease Heterogeneity using Multi-Task Learning: Application to Bipolar DisorderXiangyang Wang, Tianhao Zhang, Tiffany M. Chaim, Marcus V. Zanetti, Christos Davatzikos. 125-132 [doi]
• Fiber Connection Pattern-Guided Structured Sparse Representation of Whole-Brain fMRI Signals for Functional Network InferenceXi Jiang, Tuo Zhang, Qinghua Zhao, Jianfeng Lu, Lei Guo 0002, Tianming Liu. 133-141 [doi]
• Joint Estimation of Hemodynamic Response Function and Voxel Activation in Functional MRI DataPriya Aggarwal, Anubha Gupta, Ajay Garg. 142-149 [doi]
• Quantifying Microstructure in Fiber Crossings with Diffusional KurtosisMichael Ankele, Thomas Schultz. 150-157 [doi]
• Which Manifold Should be Used for Group Comparison in Diffusion Tensor Imaging?A. Bouchon, Vincent Noblet, Fabrice Heitz, J. Lamy, Frédéric Blanc, Jean-Paul Armspach. 158-165 [doi]
• Tensorial Spherical Polar Fourier Diffusion MRI with Optimal Dictionary LearningJian Cheng, Dinggang Shen, Pew-Thian Yap, Peter J. Basser. 174-182 [doi]
• Diffusion Compartmentalization Using Response Function Groups with Cardinality PenalizationPew-Thian Yap, Yong Zhang, Dinggang Shen. 183-190 [doi]
• V-Bundles: Clustering Fiber Trajectories from Diffusion MRI in Linear TimeAndré Reichenbach, Mathias Goldau, Christian Heine 0002, Mario Hlawitschka. 191-198 [doi]
• Assessment of Mean Apparent Propagator-Based Indices as Biomarkers of Axonal Remodeling after StrokeLorenza Brusini, Silvia Obertino, Mauro Zucchelli, Ilaria Boscolo Galazzo, Gunnar Krueger, Cristina Granziera, Gloria Menegaz. 199-206 [doi]
• Integrating Multimodal Priors in Predictive Models for the Functional Characterization of Alzheimer's DiseaseMehdi Rahim, Bertrand Thirion, Alexandre Abraham, Michael Eickenberg, Elvis Dohmatob, Claude Comtat, Gaël Varoquaux. 207-214 [doi]
• Iterative Subspace Screening for Rapid Sparse Estimation of Brain Tissue Microstructural PropertiesPew-Thian Yap, Yong Zhang, Dinggang Shen. 223-230 [doi]
• Elucidating Intravoxel Geometry in Diffusion-MRI: Asymmetric Orientation Distribution Functions (AODFs) Revealed by a Cone ModelSuheyla Cetin, Evren Özarslan, Gözde B. Ünal. 231-238 [doi]
• Modeling Task FMRI Data via Supervised Stochastic Coordinate CodingJinglei Lv, Binbin Lin, Wei Zhang, Xi Jiang, Xintao Hu, Junwei Han, Lei Guo, Jieping Ye, Tianming Liu. 239-246 [doi]
• Autonomous Ultrasound-Guided Tissue DissectionPhilip Pratt, Archie Hughes-Hallett, Lin Zhang, Nisha Patel, Erik Mayer, Ara Darzi, Guang-Zhong Yang. 249-257 [doi]
• A Compact Retinal-Surgery Telemanipulator that Uses Disposable InstrumentsManikantan Nambi, Paul S. Bernstein, Jake J. Abbott. 258-265 [doi]
• Surgical Tool Tracking and Pose Estimation in Retinal MicrosurgeryNicola Rieke, David Joseph Tan, Mohamed Alsheakhali, Federico Tombari, Chiara Amat di San Filippo, Vasileios Belagiannis, Abouzar Eslami, Nassir Navab. 266-273 [doi]
• Direct Calibration of a Laser Ablation System in the Projective Voltage SpaceAdrian Schneider, Simon Pezold, Kyung-won Baek, Dilyan Marinov, Philippe C. Cattin. 274-281 [doi]
• Surrogate-Driven Estimation of Respiratory Motion and Layers in X-Ray FluoroscopyPeter Fischer, Thomas Pohl, Andreas K. Maier, Joachim Hornegger. 282-289 [doi]
• Robust 5DOF Transesophageal Echo Probe Tracking at Fluoroscopic Frame RatesCharles R. Hatt, Michael A. Speidel, Amish N. Raval. 290-297 [doi]
• Rigid Motion Compensation in Interventional C-arm CT Using Consistency Measure on Projection DataRobert Frysch, Georg Rose. 298-306 [doi]
• Hough Forests for Real-Time, Automatic Device Localization in Fluoroscopic Images: Application to TAVRCharles R. Hatt, Michael A. Speidel, Amish N. Raval. 307-314 [doi]
• Hybrid Utrasound and MRI Acquisitions for High-Speed Imaging of Respiratory Organ MotionFrank Preiswerk, Matthew Toews, William Scott Hoge, Jr-yuan George Chiou, Lawrence P. Panych, William M. Wells III, Bruno Madore. 315-322 [doi]
• A Portable Intra-Operative Framework Applied to Distal Radius Fracture SurgeryJessica Magaraggia, Wei Wei, Markus Weiten, Gerhard Kleinszig, Sven Y. Vetter, Jochen Franke, Karl Barth, Elli Angelopoulou, Joachim Hornegger. 323-330 [doi]
• Adaption of 3D Models to 2D X-Ray Images during Endovascular Abdominal Aneurysm RepairDaniel Toth, Marcus Pfister, Andreas K. Maier, Markus Kowarschik, Joachim Hornegger. 339-346 [doi]
• Projection-Based Phase Features for Localization of a Needle Tip in 2D Curvilinear UltrasoundIlker Hacihaliloglu, Parmida Beigi, Gary Ng, Robert N. Rohling, Septimiu E. Salcudean, Purang Abolmaesumi. 347-354 [doi]
• Inertial Measurement Unit for Radiation-Free Navigated Screw Placement in Slipped Capital Femoral Epiphysis SurgeryBamshad Azizi Koutenaei, Ozgur Guler, Emmanuel Wilson, Matthew Oetgen, Patrick Grimm, Nassir Navab, Kevin Cleary. 355-362 [doi]
• Pictorial Structures on RGB-D Images for Human Pose Estimation in the Operating RoomAbdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy. 363-370 [doi]
• Interventional Photoacoustic Imaging of the Human Placenta with Ultrasonic Tracking for Minimally Invasive Fetal SurgeriesWenfeng Xia, Efthymios Maneas, Daniil I. Nikitichev, Charles A. Mosse, Gustavo Sato dos Santos, Tom Vercauteren, Anna L. David, Jan Deprest, Sébastien Ourselin, Paul C. Beard, Adrien E. Desjardins. 371-378 [doi]
• Automated Segmentation of Surgical Motion for Performance Analysis and FeedbackYun Zhou, Ioanna Ioannou, Sudanthi N. R. Wijewickrema, James Bailey, Gregor Kennedy, Stephen O'Leary. 379-386 [doi]
• Vision-Based Intraoperative Cone-Beam CT Stitching for Non-overlapping VolumesBernhard Fuerst, Javad Fotouhi, Nassir Navab. 387-395 [doi]
• Visibility Map: A New Method in Evaluation Quality of Optical ColonoscopyMohammad Ali Armin, Hans de Visser, Girija Chetty, Cédric Dumas, David Conlan, Florian Grimpen, Olivier Salvado. 396-404 [doi]
• Tissue Surface Reconstruction Aided by Local Normal Information Using a Self-calibrated Endoscopic Structured Light SystemJianyu Lin, Neil T. Clancy, Danail Stoyanov, Daniel S. Elson. 405-412 [doi]
• Surgical Augmented Reality with Topological ChangesChristoph J. Paulus, Nazim Haouchine, David Cazier, Stéphane Cotin. 413-420 [doi]
• Towards an Efficient Computational Framework for Guiding Surgical Resection through Intra-operative Endo-microscopic PathologyShaohua Wan, Shanhui Sun, Subhabrata Bhattacharya, Stefan Kluckner, Alexander Gigler, Elfriede Simon, Maximilian Fleischer, Patra Charalampaki, Terrence Chen, Ali Kamen. 421-429 [doi]
• Automated Assessment of Surgical Skills Using Frequency AnalysisAneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Mark A. Clements, Irfan A. Essa. 430-438 [doi]
• Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention GuidanceIngmar Voigt, Mihai Scutaru, Tommaso Mansi, Bogdan Georgescu, Noha El-Zehiry, Helene Houle, Dorin Comaniciu. 439-446 [doi]
• Motion-Aware Mosaicing for Confocal Laser EndomicroscopyJessie Mahé, Nicolas Linard, Marzieh Kohandani Tafreshi, Tom Vercauteren, Nicholas Ayache, François Lacombe, Rémi Cuingnet. 447-454 [doi]
• A Registration Approach to Endoscopic Laser Speckle Contrast Imaging for Intrauterine Visualisation of Placental VesselsGustavo Sato dos Santos, Efthymios Maneas, Daniil I. Nikitichev, Anamaria Barburas, Anna L. David, Jan Deprest, Adrien E. Desjardins, Tom Vercauteren, Sébastien Ourselin. 455-462 [doi]
• Marker-Less AR in the Hybrid Room Using Equipment Detection for Camera RelocalizationNicolas Loy Rodas, Fernando Barrera, Nicolas Padoy. 463-470 [doi]
• Hybrid Retargeting for High-Speed Targeted Optical BiopsiesAndré Mouton, Menglong Ye, François Lacombe, Guang-Zhong Yang. 471-479 [doi]
• Visual Force Feedback for Hand-Held Microsurgical InstrumentsGauthier Gras, Hani J. Marcus, Christopher J. Payne, Philip Pratt, Guang-Zhong Yang. 480-487 [doi]
• Automated Three-Piece Digital Dental ArticulationJianfu Li, Flavio Ferraz, Shunyao Shen, Yi-Fang Lo, Xiaoyan Zhang, Peng Yuan, Zhen Tang, Ken Chung Chen, Jaime Gateno, Xiaobo Zhou, James J. Xia. 488-496 [doi]
• A System for MR-Ultrasound Guidance during Robot-Assisted Laparoscopic Radical ProstatectomyOmid Mohareri, Guy Nir, Julio Lobo, Richard Savdie, Peter Black, Septimiu Salcudean. 497-504 [doi]
• Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural NetworksHao Chen, Qi Dou, Dong Ni, Jie-Zhi Cheng, Jing Qin, Shengli Li, Pheng-Ann Heng. 507-514 [doi]
• Automatic Localization and Identification of Vertebrae in Spine CT via a Joint Learning Model with Deep Neural NetworksHao Chen, Chiyao Shen, Jing Qin, Dong Ni, Lin Shi, Jack C. Y. Cheng, Pheng-Ann Heng. 515-522 [doi]
• Identification of Cerebral Small Vessel Disease Using Multiple Instance LearningLiang Chen, Tong Tong, Chin Pang Ho, Rajiv Patel, David Cohen, Angela C. Dawson, Omid Halse, Olivia Geraghty, Paul E. M. Rinne, Christopher J. White, Tagore Nakornchai, Paul Bentley, Daniel Rueckert. 523-530 [doi]
• Why Does Synthesized Data Improve Multi-sequence Classification?Gijs van Tulder, Marleen de Bruijne. 531-538 [doi]
• Label Stability in Multiple Instance LearningVeronika Cheplygina, Lauge Sørensen, David M. J. Tax, Marleen de Bruijne, Marco Loog. 539-546 [doi]
• Spectral Forests: Learning of Surface Data, Application to Cortical ParcellationHerve Lombaert, Antonio Criminisi, Nicholas Ayache. 547-555 [doi]
• DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas SegmentationHolger R. Roth, Le Lu, Amal Farag, Hoo-Chang Shin, Jiamin Liu, Evrim B. Turkbey, Ronald M. Summers. 556-564 [doi]
• 3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric DataYefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu. 565-572 [doi]
• A Hybrid of Deep Network and Hidden Markov Model for MCI Identification with Resting-State fMRIHeung-Il Suk, Seong-Whan Lee, Dinggang Shen. 573-580 [doi]
• Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic MedulloblastomaSebastian Otálora, Angel Cruz-Roa, John E. Arevalo, Manfredo Atzori, Anant Madabhushi, Alexander R. Judkins, Fabio A. González, Henning Müller, Adrien Depeursinge. 581-588 [doi]
• Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural NetworksJelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum. 589-596 [doi]
• A Random Riemannian Metric for Probabilistic Shortest-Path TractographySøren Hauberg, Michael Schober, Matthew Liptrot, Philipp Hennig, Aasa Feragen. 597-604 [doi]
• Deep Learning and Structured Prediction for the Segmentation of Mass in MammogramsNeeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley. 605-612 [doi]
• Learning Tensor-Based Features for Whole-Brain fMRI ClassificationXiaonan Song, Lingnan Meng, Qiquan Shi, Haiping Lu. 613-620 [doi]
• Prediction of Trabecular Bone Anisotropy from Quantitative Computed Tomography Using Supervised Learning and a Novel Morphometric Feature DescriptorVimal Chandran, Philippe Zysset, Mauricio Reyes. 621-628 [doi]
• Automatic Diagnosis of Ovarian Carcinomas via Sparse Multiresolution Tissue RepresentationAïcha BenTaieb, Hector Li-Chang, David Huntsman, Ghassan Hamarneh. 629-636 [doi]
• Scale-Adaptive Forest Training via an Efficient Feature Sampling SchemeLoïc Peter, Olivier Pauly, Pierre Chatelain, Diana Mateus, Nassir Navab. 637-644 [doi]
• Multiple Instance Cancer Detection by Boosting Regularised TreesWenqi Li, Jianguo Zhang, Stephen J. McKenna. 645-652 [doi]
• Uncertainty-Driven Forest Predictors for Vertebra Localization and SegmentationDavid L. Richmond, Dagmar Kainmueller, Ben Glocker, Carsten Rother, Gene Myers. 653-660 [doi]
• Who Is Talking to Whom: Synaptic Partner Detection in Anisotropic Volumes of Insect BrainAnna Kreshuk, Jan Funke, Albert Cardona, Fred A. Hamprecht. 661-668 [doi]
• Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output RegressionXiantong Zhen, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li. 669-676 [doi]
• Cross-Domain Synthesis of Medical Images Using Efficient Location-Sensitive Deep NetworkHien Van Nguyen, Kevin Zhou, Raviteja Vemulapalli. 677-684 [doi]
• Grouping Total Variation and Sparsity: Statistical Learning with Segmenting PenaltiesMichael Eickenberg, Elvis Dohmatob, Bertrand Thirion, Gaël Varoquaux. 685-693 [doi]
• Scandent Tree: A Random Forest Learning Method for Incomplete Multimodal DatasetsSoheil Hor, Mehdi Moradi. 694-701 [doi]
• Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane ClassifierErdem Varol, Aristeidis Sotiras, Christos Davatzikos. 702-709 [doi]
• Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image DataFlorin C. Ghesu, Bogdan Georgescu, Yefeng Zheng, Joachim Hornegger, Dorin Comaniciu. 710-718 [doi]
• Nonlinear Regression on Riemannian Manifolds and Its Applications to Neuro-Image AnalysisMonami Banerjee, Rudrasis Chakraborty, Edward Ofori, David E. Vaillancourt, Baba C. Vemuri. 719-727 [doi]