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18. MICCAI 2015: Munich, Germany
- Nassir Navab, Joachim Hornegger, William M. Wells III, Alejandro F. Frangi
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Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part I. Lecture Notes in Computer Science 9349, Springer 2015, ISBN 978-3-319-24552-2
Advanced MRI: Diffusion, fMRI, DCE
- Xin Yang, Hung Le Minh, Kwang-Ting (Tim) Cheng
Automatic Segmentation of Renal Compartments in DCE-MRI Images. 3-11 - Hengameh Mirzaalian, Amicie de Pierrefeu, Peter Savadjiev, Ofer Pasternak, Sylvain Bouix
Harmonizing Diffusion MRI Data Across Multiple Sites and Scanners. 12-19 - Dogu Baran Aydogan
Track Filtering via Iterative Correction of TDI Topology. 20-27 - Jian Cheng
Novel Single and Multiple Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes. 28-36 - Vladimir Golkov, Alexey Dosovitskiy, Philipp G. Sämann, Jonathan I. Sperl, Tim Sprenger, Michael Czisch, Marion I. Menzel
q-Space Deep Learning for Twelve-Fold Shorter and Model-Free Diffusion MRI Scans. 37-44 - Peter F. Neher
A Machine Learning Based Approach to Fiber Tractography Using Classifier Voting. 45-52 - Marco Reisert, B. Dihtal, Elias Kellner, Henrik Skibbe, Christoph P. Kaller:
Symmetric Wiener Processes for Probabilistic Tractography and Connectivity Estimation. 53-60 - Hans Knutsson, Magnus Herberthson, Carl-Fredrik Westin:
An Iterated Complex Matrix Approach for Simulation and Analysis of Diffusion MRI Processes. 61-68 - Colin J. Brown, Steven P. Miller
Prediction of Motor Function in Very Preterm Infants Using Connectome Features and Local Synthetic Instances. 69-76 - Ni Liu, Ahmed Soliman
Segmenting Kidney DCE-MRI Using 1st-Order Shape and 5th-Order Appearance Priors. 77-84 - Aina Frau-Pascual, Florence Forbes, Philippe Ciuciu:
Comparison of Stochastic and Variational Solutions to ASL fMRI Data Analysis. 85-92 - Yao Wu, Wei Yang, Lijun Lu, Zhentai Lu, Liming Zhong, Ru Yang, Meiyan Huang, Yanqiu Feng, Wufan Chen, Qianjin Feng:
Prediction of CT Substitutes from MR Images Based on Local Sparse Correspondence Combination. 93-100 - Jalmar Teeuw
Robust Automated White Matter Pathway Reconstruction for Large Studies. 101-108 - Marco Pizzolato
Exploiting the Phase in Diffusion MRI for Microstructure Recovery: Towards Axonal Tortuosity via Asymmetric Diffusion Processes. 109-116 - Pramod Kumar Pisharady
Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRI. 117-124 - Xiangyang Wang, Tianhao Zhang, Tiffany M. Chaim, Marcus V. Zanetti, Christos Davatzikos
Classification of MRI under the Presence of Disease Heterogeneity using Multi-Task Learning: Application to Bipolar Disorder. 125-132 - Xi Jiang
Fiber Connection Pattern-Guided Structured Sparse Representation of Whole-Brain fMRI Signals for Functional Network Inference. 133-141 - Priya Aggarwal
Joint Estimation of Hemodynamic Response Function and Voxel Activation in Functional MRI Data. 142-149 - Michael Ankele, Thomas Schultz:
Quantifying Microstructure in Fiber Crossings with Diffusional Kurtosis. 150-157 - Alix Bouchon, Vincent Noblet, Fabrice Heitz
Which Manifold Should be Used for Group Comparison in Diffusion Tensor Imaging? 158-165 - Daan Christiaens
Convex Non-negative Spherical Factorization of Multi-Shell Diffusion-Weighted Images. 166-173 - Jian Cheng
Tensorial Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning. 174-182 - Pew-Thian Yap, Yong Zhang, Dinggang Shen:
Diffusion Compartmentalization Using Response Function Groups with Cardinality Penalization. 183-190 - André Reichenbach, Mathias Goldau, Christian Heine
V-Bundles: Clustering Fiber Trajectories from Diffusion MRI in Linear Time. 191-198 - Lorenza Brusini, Silvia Obertino, Mauro Zucchelli
Assessment of Mean Apparent Propagator-Based Indices as Biomarkers of Axonal Remodeling after Stroke. 199-206 - Mehdi Rahim, Bertrand Thirion, Alexandre Abraham, Michael Eickenberg, Elvis Dohmatob, Claude Comtat, Gaël Varoquaux:
Integrating Multimodal Priors in Predictive Models for the Functional Characterization of Alzheimer's Disease. 207-214 - Valeriy Vishnevskiy, Christian T. Stoeck, Gábor Székely, Christine Tanner, Sebastian Kozerke:
Simultaneous Denoising and Registration for Accurate Cardiac Diffusion Tensor Reconstruction from MRI. 215-222 - Pew-Thian Yap, Yong Zhang, Dinggang Shen:
Iterative Subspace Screening for Rapid Sparse Estimation of Brain Tissue Microstructural Properties. 223-230 - Suheyla Cetin, Evren Özarslan, Gözde B. Ünal
Elucidating Intravoxel Geometry in Diffusion-MRI: Asymmetric Orientation Distribution Functions (AODFs) Revealed by a Cone Model. 231-238 - Jinglei Lv
Modeling Task FMRI Data via Supervised Stochastic Coordinate Coding. 239-246
Computer Assisted and Image-Guided Interventions
- Philip Pratt, Archie Hughes-Hallett, Lin Zhang, Nisha Patel, Erik Mayer
Autonomous Ultrasound-Guided Tissue Dissection. 249-257 - Manikantan Nambi, Paul S. Bernstein, Jake J. Abbott:
A Compact Retinal-Surgery Telemanipulator that Uses Disposable Instruments. 258-265 - Nicola Rieke
Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery. 266-273 - Adrian Schneider, Simon Pezold
Direct Calibration of a Laser Ablation System in the Projective Voltage Space. 274-281 - Peter Fischer
Surrogate-Driven Estimation of Respiratory Motion and Layers in X-Ray Fluoroscopy. 282-289 - Charles R. Hatt, Michael A. Speidel, Amish N. Raval:
Robust 5DOF Transesophageal Echo Probe Tracking at Fluoroscopic Frame Rates. 290-297 - Robert Frysch, Georg Rose
Rigid Motion Compensation in Interventional C-arm CT Using Consistency Measure on Projection Data. 298-306 - Charles R. Hatt, Michael A. Speidel, Amish N. Raval:
Hough Forests for Real-Time, Automatic Device Localization in Fluoroscopic Images: Application to TAVR. 307-314 - Frank Preiswerk
Hybrid Utrasound and MRI Acquisitions for High-Speed Imaging of Respiratory Organ Motion. 315-322 - Jessica Magaraggia, Wei Wei, Markus Weiten, Gerhard Kleinszig, Sven Yves Vetter, Jochen Franke, Karl Barth, Elli Angelopoulou, Joachim Hornegger:
A Portable Intra-Operative Framework Applied to Distal Radius Fracture Surgery. 323-330 - Max Allan, Ping-Lin Chang, Sébastien Ourselin
Image Based Surgical Instrument Pose Estimation with Multi-class Labelling and Optical Flow. 331-338 - Daniel Toth
Adaption of 3D Models to 2D X-Ray Images during Endovascular Abdominal Aneurysm Repair. 339-346 - Ilker Hacihaliloglu, Parmida Beigi
Projection-Based Phase Features for Localization of a Needle Tip in 2D Curvilinear Ultrasound. 347-354 - Bamshad Azizi Koutenaei, Ozgur Guler, Emmanuel Wilson, Matthew Oetgen, Patrick Grimm, Nassir Navab, Kevin Cleary:
Inertial Measurement Unit for Radiation-Free Navigated Screw Placement in Slipped Capital Femoral Epiphysis Surgery. 355-362 - Abdolrahim Kadkhodamohammadi, Afshin Gangi, Michel de Mathelin, Nicolas Padoy:
Pictorial Structures on RGB-D Images for Human Pose Estimation in the Operating Room. 363-370 - Wenfeng Xia
Interventional Photoacoustic Imaging of the Human Placenta with Ultrasonic Tracking for Minimally Invasive Fetal Surgeries. 371-378 - Yun Zhou, Ioanna Ioannou
Automated Segmentation of Surgical Motion for Performance Analysis and Feedback. 379-386 - Bernhard Fuerst, Javad Fotouhi, Nassir Navab:
Vision-Based Intraoperative Cone-Beam CT Stitching for Non-overlapping Volumes. 387-395 - Mohammad Ali Armin, Hans de Visser, Girija Chetty
Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy. 396-404 - Jianyu Lin
Tissue Surface Reconstruction Aided by Local Normal Information Using a Self-calibrated Endoscopic Structured Light System. 405-412 - Christoph J. Paulus, Nazim Haouchine, David Cazier, Stéphane Cotin:
Surgical Augmented Reality with Topological Changes. 413-420 - Shaohua Wan, Shanhui Sun, Subhabrata Bhattacharya, Stefan Kluckner, Alexander Gigler, Elfriede Simon, Maximilian Fleischer, Patra Charalampaki, Terrence Chen, Ali Kamen:
Towards an Efficient Computational Framework for Guiding Surgical Resection through Intra-operative Endo-microscopic Pathology. 421-429 - Aneeq Zia, Yachna Sharma, Vinay Bettadapura, Eric L. Sarin, Mark A. Clements, Irfan A. Essa:
Automated Assessment of Surgical Skills Using Frequency Analysis. 430-438 - Ingmar Voigt, Mihai Scutaru, Tommaso Mansi, Bogdan Georgescu, Noha El-Zehiry, Helene Houle, Dorin Comaniciu
Robust Live Tracking of Mitral Valve Annulus for Minimally-Invasive Intervention Guidance. 439-446 - Jessie Mahé, Nicolas Linard, Marzieh Kohandani Tafreshi, Tom Vercauteren
Motion-Aware Mosaicing for Confocal Laser Endomicroscopy. 447-454 - Gustavo Sato dos Santos, Efthymios Maneas, Daniil I. Nikitichev
A Registration Approach to Endoscopic Laser Speckle Contrast Imaging for Intrauterine Visualisation of Placental Vessels. 455-462 - Nicolas Loy Rodas
Marker-Less AR in the Hybrid Room Using Equipment Detection for Camera Relocalization. 463-470 - André Mouton, Menglong Ye, François Lacombe, Guang-Zhong Yang:
Hybrid Retargeting for High-Speed Targeted Optical Biopsies. 471-479 - Gauthier Gras, Hani J. Marcus
Visual Force Feedback for Hand-Held Microsurgical Instruments. 480-487 - Jianfu Li, Flavio Ferraz, Shunyao Shen, Yi-Fang Lo, Xiaoyan Zhang, Peng Yuan, Zhen Tang, Ken-Chung Chen, Jaime Gateno
Automated Three-Piece Digital Dental Articulation. 488-496 - Omid Mohareri, Guy Nir, Julio Lobo, Richard Savdie, Peter C. Black, Septimiu E. Salcudean
A System for MR-Ultrasound Guidance during Robot-Assisted Laparoscopic Radical Prostatectomy. 497-504
Computer Aided Diagnosis I: Machine Learning
- Hao Chen
Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks. 507-514 - Hao Chen
Automatic Localization and Identification of Vertebrae in Spine CT via a Joint Learning Model with Deep Neural Networks. 515-522 - Liang Chen, Tong Tong, Chin Pang Ho
Identification of Cerebral Small Vessel Disease Using Multiple Instance Learning. 523-530 - Gijs van Tulder, Marleen de Bruijne
Why Does Synthesized Data Improve Multi-sequence Classification? 531-538 - Veronika Cheplygina
Label Stability in Multiple Instance Learning. 539-546 - Herve Lombaert, Antonio Criminisi, Nicholas Ayache:
Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation. 547-555 - Holger R. Roth
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation. 556-564 - Yefeng Zheng
3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data. 565-572 - Heung-Il Suk
A Hybrid of Deep Network and Hidden Markov Model for MCI Identification with Resting-State fMRI. 573-580 - Sebastian Otálora, Angel Cruz-Roa
Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma. 581-588 - Jelmer M. Wolterink
Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural Networks. 589-596 - Søren Hauberg
A Random Riemannian Metric for Probabilistic Shortest-Path Tractography. 597-604 - Neeraj Dhungel
Deep Learning and Structured Prediction for the Segmentation of Mass in Mammograms. 605-612 - Xiaonan Song, Lingnan Meng, Qiquan Shi, Haiping Lu
Learning Tensor-Based Features for Whole-Brain fMRI Classification. 613-620 - Vimal Chandran
Prediction of Trabecular Bone Anisotropy from Quantitative Computed Tomography Using Supervised Learning and a Novel Morphometric Feature Descriptor. 621-628 - Aïcha BenTaieb, Hector Li-Chang, David G. Huntsman, Ghassan Hamarneh
Automatic Diagnosis of Ovarian Carcinomas via Sparse Multiresolution Tissue Representation. 629-636 - Loïc Peter, Olivier Pauly, Pierre Chatelain
Scale-Adaptive Forest Training via an Efficient Feature Sampling Scheme. 637-644 - Wenqi Li
Multiple Instance Cancer Detection by Boosting Regularised Trees. 645-652 - David L. Richmond, Dagmar Kainmueller
Uncertainty-Driven Forest Predictors for Vertebra Localization and Segmentation. 653-660 - Anna Kreshuk, Jan Funke, Albert Cardona, Fred A. Hamprecht:
Who Is Talking to Whom: Synaptic Partner Detection in Anisotropic Volumes of Insect Brain. 661-668 - Xiantong Zhen, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
Direct and Simultaneous Four-Chamber Volume Estimation by Multi-Output Regression. 669-676 - Hien Van Nguyen, Shaohua Kevin Zhou, Raviteja Vemulapalli:
Cross-Domain Synthesis of Medical Images Using Efficient Location-Sensitive Deep Network. 677-684 - Michael Eickenberg, Elvis Dohmatob, Bertrand Thirion, Gaël Varoquaux:
Grouping Total Variation and Sparsity: Statistical Learning with Segmenting Penalties. 685-693 - Soheil Hor, Mehdi Moradi:
Scandent Tree: A Random Forest Learning Method for Incomplete Multimodal Datasets. 694-701 - Erdem Varol, Aristeidis Sotiras
Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier. 702-709 - Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng
Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data. 710-718 - Monami Banerjee, Rudrasis Chakraborty, Edward Ofori
Nonlinear Regression on Riemannian Manifolds and Its Applications to Neuro-Image Analysis. 719-727
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