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18. MICCAI 2015: Munich, Germany
- Nassir Navab, Joachim Hornegger, William M. Wells III, Alejandro F. Frangi
:
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
, Kyung Hyun Sung, Wenyu Liu
:
Automatic Segmentation of Renal Compartments in DCE-MRI Images. 3-11 - Hengameh Mirzaalian, Amicie de Pierrefeu, Peter Savadjiev, Ofer Pasternak, Sylvain Bouix
, Marek Kubicki, Carl-Fredrik Westin, Martha Elizabeth Shenton
, Yogesh Rathi:
Harmonizing Diffusion MRI Data Across Multiple Sites and Scanners. 12-19 - Dogu Baran Aydogan
, Yonggang Shi:
Track Filtering via Iterative Correction of TDI Topology. 20-27 - Jian Cheng
, Dinggang Shen, Pew-Thian Yap, Peter J. Basser:
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
, Pedro A. Gómez, Axel Haase
, Thomas Brox, Daniel Cremers
:
q-Space Deep Learning for Twelve-Fold Shorter and Model-Free Diffusion MRI Scans. 37-44 - Peter F. Neher
, Michael Götz
, Tobias Norajitra, Christian Weber, Klaus H. Maier-Hein:
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
, Brian G. Booth
, Kenneth J. Poskitt, Vann Chau, Anne R. Synnes, Jill G. Zwicker
, Ruth E. Grunau
, Ghassan Hamarneh
:
Prediction of Motor Function in Very Preterm Infants Using Connectome Features and Local Synthetic Instances. 69-76 - Ni Liu, Ahmed Soliman
, Georgy L. Gimel'farb
, Ayman El-Baz
:
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
, Matthan W. A. Caan
, Sílvia Delgado Olabarriaga:
Robust Automated White Matter Pathway Reconstruction for Large Studies. 101-108 - Marco Pizzolato
, Demian Wassermann
, Timothé Boutelier, Rachid Deriche
:
Exploiting the Phase in Diffusion MRI for Microstructure Recovery: Towards Axonal Tortuosity via Asymmetric Diffusion Processes. 109-116 - Pramod Kumar Pisharady
, Julio Martin Duarte-Carvajalino
, Stamatios N. Sotiropoulos
, Guillermo Sapiro, Christophe Lenglet
:
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
, Tuo Zhang, Qinghua Zhao, Jianfeng Lu, Lei Guo, Tianming Liu:
Fiber Connection Pattern-Guided Structured Sparse Representation of Whole-Brain fMRI Signals for Functional Network Inference. 133-141 - Priya Aggarwal
, Anubha Gupta
, Ajay Garg:
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
, Julien Lamy
, Frédéric Blanc, Jean-Paul Armspach:
Which Manifold Should be Used for Group Comparison in Diffusion Tensor Imaging? 158-165 - Daan Christiaens
, Frederik Maes
, Stefan Sunaert
, Paul Suetens
:
Convex Non-negative Spherical Factorization of Multi-Shell Diffusion-Weighted Images. 166-173 - Jian Cheng
, Dinggang Shen, Pew-Thian Yap, Peter J. Basser:
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
, Mario Hlawitschka:
V-Bundles: Clustering Fiber Trajectories from Diffusion MRI in Linear Time. 191-198 - Lorenza Brusini, Silvia Obertino, Mauro Zucchelli
, Ilaria Boscolo Galazzo
, Gunnar Krueger, Cristina Granziera
, Gloria Menegaz
:
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
, Binbin Lin, Wei Zhang, Xi Jiang
, Xintao Hu
, Junwei Han, Lei Guo, Jieping Ye, Tianming Liu:
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
, Ara Darzi, Guang-Zhong Yang:
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
, David Joseph Tan, Mohamed Alsheakhali, Federico Tombari, Chiara Amat di San Filippo, Vasileios Belagiannis
, Abouzar Eslami, Nassir Navab:
Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery. 266-273 - Adrian Schneider, Simon Pezold
, Kyung-won Baek, Dilyan Marinov, Philippe C. Cattin
:
Direct Calibration of a Laser Ablation System in the Projective Voltage Space. 274-281 - Peter Fischer
, Thomas Pohl, Andreas K. Maier, Joachim Hornegger:
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
, Matthew Toews, William Scott Hoge
, Jr-yuan George Chiou, Lawrence P. Panych, William M. Wells III, Bruno Madore:
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
, David J. Hawkes, Ashwin Sridhar, John D. Kelly, Danail Stoyanov
:
Image Based Surgical Instrument Pose Estimation with Multi-class Labelling and Optical Flow. 331-338 - Daniel Toth
, Marcus Pfister, Andreas K. Maier, Markus Kowarschik, Joachim Hornegger:
Adaption of 3D Models to 2D X-Ray Images during Endovascular Abdominal Aneurysm Repair. 339-346 - Ilker Hacihaliloglu, Parmida Beigi
, Gary C. Ng, Robert N. Rohling, Septimiu E. Salcudean
, Purang Abolmaesumi:
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
, 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:
Interventional Photoacoustic Imaging of the Human Placenta with Ultrasonic Tracking for Minimally Invasive Fetal Surgeries. 371-378 - Yun Zhou, Ioanna Ioannou
, Sudanthi N. R. Wijewickrema, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary:
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
, Cédric Dumas, David Conlan
, Florian Grimpen, Olivier Salvado
:
Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy. 396-404 - Jianyu Lin
, Neil T. Clancy
, Danail Stoyanov
, Daniel S. Elson
:
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
, Nicholas Ayache, François Lacombe, Rémi Cuingnet
:
Motion-Aware Mosaicing for Confocal Laser Endomicroscopy. 447-454 - Gustavo Sato dos Santos, Efthymios Maneas, Daniil I. Nikitichev
, Anamaria Barburas, Anna L. David
, Jan Deprest, Adrien E. Desjardins, Tom Vercauteren
, Sébastien Ourselin
:
A Registration Approach to Endoscopic Laser Speckle Contrast Imaging for Intrauterine Visualisation of Placental Vessels. 455-462 - Nicolas Loy Rodas
, Fernando Barrera
, Nicolas Padoy:
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
, Christopher J. Payne, Philip Pratt, Guang-Zhong Yang:
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
, Xiaobo Zhou, James J. Xia:
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
, Qi Dou
, Dong Ni, Jie-Zhi Cheng, Jing Qin
, Shengli Li
, Pheng-Ann Heng
:
Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks. 507-514 - Hao Chen
, Chiyao Shen, Jing Qin
, Dong Ni, Lin Shi
, Jack Chun Yiu Cheng
, Pheng-Ann Heng
:
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
, Rajiv Patel, David A. Cohen
, Angela C. Dawson, Omid Halse, Olivia Geraghty, Paul E. M. Rinne, Christopher J. White, Tagore Nakornchai
, Paul Bentley
, Daniel Rueckert:
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
, Lauge Sørensen
, David M. J. Tax, Marleen de Bruijne
, Marco Loog:
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
, Le Lu
, Amal Farag, Hoo-Chang Shin, Jiamin Liu, Evrim B. Turkbey, Ronald M. Summers:
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation. 556-564 - Yefeng Zheng
, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu
:
3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data. 565-572 - Heung-Il Suk
, Seong-Whan Lee, Dinggang Shen:
A Hybrid of Deep Network and Hidden Markov Model for MCI Identification with Resting-State fMRI. 573-580 - Sebastian Otálora, Angel Cruz-Roa
, John Edison Arevalo Ovalle, Manfredo Atzori
, Anant Madabhushi
, Alexander R. Judkins, Fabio A. González, Henning Müller
, Adrien Depeursinge
:
Combining Unsupervised Feature Learning and Riesz Wavelets for Histopathology Image Representation: Application to Identifying Anaplastic Medulloblastoma. 581-588 - Jelmer M. Wolterink
, Tim Leiner, Max A. Viergever, Ivana Isgum
:
Automatic Coronary Calcium Scoring in Cardiac CT Angiography Using Convolutional Neural Networks. 589-596 - Søren Hauberg
, Michael Schober, Matthew G. Liptrot
, Philipp Hennig, Aasa Feragen
:
A Random Riemannian Metric for Probabilistic Shortest-Path Tractography. 597-604 - Neeraj Dhungel
, Gustavo Carneiro
, Andrew P. Bradley
:
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
, Philippe Zysset
, Mauricio Reyes:
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
, Diana Mateus
, Nassir Navab:
Scale-Adaptive Forest Training via an Efficient Feature Sampling Scheme. 637-644 - Wenqi Li
, Jianguo Zhang
, Stephen J. McKenna
:
Multiple Instance Cancer Detection by Boosting Regularised Trees. 645-652 - David L. Richmond, Dagmar Kainmueller
, Ben Glocker
, Carsten Rother, Gene Myers:
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
, Christos Davatzikos
:
Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier. 702-709 - Florin C. Ghesu, Bogdan Georgescu, Yefeng Zheng
, Joachim Hornegger, Dorin Comaniciu
:
Marginal Space Deep Learning: Efficient Architecture for Detection in Volumetric Image Data. 710-718 - Monami Banerjee, Rudrasis Chakraborty, Edward Ofori
, David E. Vaillancourt, Baba C. Vemuri:
Nonlinear Regression on Riemannian Manifolds and Its Applications to Neuro-Image Analysis. 719-727

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