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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 II. Lecture Notes in Computer Science 9350, Springer 2015, ISBN 978-3-319-24570-6
Computer Aided Diagnosis II: Automation
- Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin:
Computer-Aided Detection and Quantification of Intracranial Aneurysms. 3-10 - Xiangyu Chen, Yanwu Xu
, Shuicheng Yan, Tat-Seng Chua, Damon Wing Kee Wong
, Tien Yin Wong
, Jiang Liu
:
Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso. 11-19 - Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen:
Detection of Glands and Villi by Collaboration of Domain Knowledge and Deep Learning. 20-27 - Ehab Essa, Xianghua Xie
, Jonathan-Lee Jones:
Minimum S-Excess Graph for Segmenting and Tracking Multiple Borders with HMM. 28-35 - Christian Payer
, Michael Pienn
, Zoltán Bálint
, Andrea Olschewski
, Horst Olschewski, Martin Urschler
:
Automatic Artery-Vein Separation from Thoracic CT Images Using Integer Programming. 36-43 - Guy Amit, Sharbell Y. Hashoul, Pavel Kisilev, Boaz Ophir, Eugene Walach, Aviad Zlotnick:
Automatic Dual-View Mass Detection in Full-Field Digital Mammograms. 44-52 - Ari Seff, Le Lu
, Adrian Barbu, Holger Roth
, Hoo-Chang Shin, Ronald M. Summers:
Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection. 53-61 - Nima Tajbakhsh, Michael B. Gotway, Jianming Liang
:
Computer-Aided Pulmonary Embolism Detection Using a Novel Vessel-Aligned Multi-planar Image Representation and Convolutional Neural Networks. 62-69 - Shekoofeh Azizi
, Farhad Imani, Bo Zhuang, Amir M. Tahmasebi, Jin Tae Kwak
, Sheng Xu, Nishant Uniyal, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Mehdi Moradi, Parvin Mousavi
, Purang Abolmaesumi:
Ultrasound-Based Detection of Prostate Cancer Using Automatic Feature Selection with Deep Belief Networks. 70-77 - Yue Gao, Chong-Yaw Wee, Minjeong Kim, Panteleimon Giannakopoulos, Marie-Louise Montandon, Sven Haller, Dinggang Shen:
MCI Identification by Joint Learning on Multiple MRI Data. 78-85 - Yue Gao, Ehsan Adeli-Mosabbeb
, Minjeong Kim, Panteleimon Giannakopoulos, Sven Haller, Dinggang Shen:
Medical Image Retrieval Using Multi-graph Learning for MCI Diagnostic Assistance. 86-93 - Angshuman Paul
, Anisha Dey, Dipti Prasad Mukherjee, Jayanthi Sivaswamy, Vijaya Tourani:
Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images. 94-102 - Shouhei Hanaoka, Yukihiro Nomura
, Mitsutaka Nemoto, Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Kuni Ohtomo, Yoshitaka Masutani
, Akinobu Shimizu:
HoTPiG: A Novel Geometrical Feature for Vessel Morphometry and Its Application to Cerebral Aneurysm Detection. 103-110 - Fausto Milletari, Seyed-Ahmad Ahmadi
, Christine Kroll, Christoph Hennersperger
, Federico Tombari, Amit Shah, Annika Plate, Kai Boetzel, Nassir Navab:
Robust Segmentation of Various Anatomies in 3D Ultrasound Using Hough Forests and Learned Data Representations. 111-118 - Luis Salamanca
, Nikos Vlassis, Nico Diederich
, Florian Bernard, Alexander Skupin:
Improved Parkinson's Disease Classification from Diffusion MRI Data by Fisher Vector Descriptors. 119-126 - Jessie Thomson, Terence O'Neill, David Felson, Timothy F. Cootes
:
Automated Shape and Texture Analysis for Detection of Osteoarthritis from Radiographs of the Knee. 127-134 - Sepideh Mesbah, Sailesh Conjeti, Ajayrama Kumaraswamy
, Philipp L. Rautenberg, Nassir Navab, Amin Katouzian:
Hashing Forests for Morphological Search and Retrieval in Neuroscientific Image Databases. 135-143 - Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke
, Ronald M. Summers, Jianhua Yao
:
Computer-Aided Infarction Identification from Cardiac CT Images: A Biomechanical Approach with SVM. 144-151 - Jack H. Noble, Benoit M. Dawant:
Automatic Graph-Based Localization of Cochlear Implant Electrodes in CT. 152-159 - Mahmoud Mostapha, Manuel Casanova, Georgy L. Gimel'farb
, Ayman El-Baz
:
Towards Non-invasive Image-Based Early Diagnosis of Autism. 160-168 - Hongchang Gao, Chengtao Cai, Jingwen Yan, Lin Yan
, Joaquín Goñi Cortes, Yang Wang, Feiping Nie, John D. West, Andrew J. Saykin
, Li Shen
, Heng Huang:
Identifying Connectome Module Patterns via New Balanced Multi-graph Normalized Cut. 169-176 - Alexander Zouhar, Carsten Rother, Siegfried Fuchs:
Semantic 3-D Labeling of Ear Implants Using a Global Parametric Transition Prior. 177-184 - Tanveer F. Syeda-Mahmood, Ritwik Kumar, Colin B. Compas:
Learning the Correlation Between Images and Disease Labels Using Ambiguous Learning. 185-193 - Hanbo Chen, Armin Iraji, Xi Jiang
, Jinglei Lv
, Zhifeng Kou, Tianming Liu:
Longitudinal Analysis of Brain Recovery after Mild Traumatic Brain Injury Based on Groupwise Consistent Brain Network Clusters. 194-201
Registration: Method and Advanced Applications
- Ilkay Öksüz
, Anirban Mukhopadhyay, Marco Bevilacqua, Rohan Dharmakumar, Sotirios A. Tsaftaris:
Dictionary Learning Based Image Descriptor for Myocardial Registration of CP-BOLD MR. 205-213 - Jimmy Addison Lee, Jun Cheng
, Guozhen Xu, Ee Ping Ong
, Beng Hai Lee, Damon Wing Kee Wong
, Jiang Liu
:
Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis. 214-221 - Dongjin Kwon, Ke Zeng, Michel Bilello, Christos Davatzikos
:
Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration. 222-229 - Islem Rekik, Gang Li, Weili Lin, Dinggang Shen:
Topography-Based Registration of Developing Cortical Surfaces in Infants Using Multidirectional Varifold Representation. 230-237 - Mohamed S. Hefny, Toshiyuki Okada, Masatoshi Hori, Yoshinobu Sato, Randy E. Ellis:
A Liver Atlas Using the Special Euclidean Group. 238-245 - Tuo Zhang, Jun Kong, Ke Jing, Hanbo Chen, Xi Jiang
, Longchuan Li, Lei Guo, Jianfeng Lu, Xiaoping Hu
, Tianming Liu:
Multi-scale and Multimodal Fusion of Tract-Tracing, Myelin Stain and DTI-derived Fibers in Macaque Brains. 246-254 - Yuyao Zhang, Feng Shi
, Pew-Thian Yap, Dinggang Shen:
Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases. 255-262 - Iman Aganj
, Juan Eugenio Iglesias, Martin Reuter, Mert R. Sabuncu
, Bruce Fischl:
Mid-Space-Independent Symmetric Data Term for Pairwise Deformable Image Registration. 263-271 - Siavash Khallaghi, C. Antonio Sánchez, Saman Nouranian, Samira Sojoudi, Silvia D. Chang, Hamidreza Abdi, Lindsay Machan, Alison Harris, Peter C. Black, Martin E. Gleave
, Larry Goldenberg, Sidney S. Fels
, Purang Abolmaesumi:
A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy. 272-279 - Yunliang Cai, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
:
Unsupervised Free-View Groupwise Segmentation for M3 Cardiac Images Using Synchronized Spectral Network. 280-288 - Xiao Yang, Marc Niethammer:
Uncertainty Quantification for LDDMM Using a Low-Rank Hessian Approximation. 289-296 - Yuchuan Qiao
, Zhuo Sun, Boudewijn P. F. Lelieveldt
, Marius Staring
:
A Stochastic Quasi-Newton Method for Non-Rigid Image Registration. 297-304 - Henrik G. Jensen
, François Lauze
, Mads Nielsen, Sune Darkner
:
Locally Orderless Registration for Diffusion Weighted Images. 305-312 - Georg Langs
, Polina Golland, Satrajit S. Ghosh
:
Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion. 313-320 - Brian J. Rasquinha, Andrew W. L. Dickinson, Gabriel Venne, David R. Pichora, Randy E. Ellis:
Crossing-Lines Registration for Direct Electromagnetic Navigation. 321-328 - Ee Ping Ong
, Jimmy Addison Lee, Jun Cheng
, Guozhen Xu, Beng Hai Lee, Augustinus Laude, Stephen Teoh, Tock Han Lim, Damon Wing Kee Wong
, Jiang Liu
:
A Robust Outlier Elimination Approach for Multimodal Retina Image Registration. 329-337 - Mattias P. Heinrich
, Heinz Handels
, Ivor J. A. Simpson
:
Estimating Large Lung Motion in COPD Patients by Symmetric Regularised Correspondence Fields. 338-345 - Gonzalo D. Maso Talou
, Pablo J. Blanco
, Ignacio Larrabide, Cristiano Guedes Bezerra, Pedro A. Lemos
, Raúl A. Feijóo:
Combining Transversal and Longitudinal Registration in IVUS Studies. 346-353 - Renaud Hédouin, Olivier Commowick
, Aymeric Stamm
, Christian Barillot:
Interpolation and Averaging of Multi-Compartment Model Images. 354-362 - Ozan Oktay, Andreas Schuh
, Martin Rajchl, Kevin Keraudren, Alberto Gómez
, Mattias P. Heinrich
, Graeme P. Penney, Daniel Rueckert:
Structured Decision Forests for Multi-modal Ultrasound Image Registration. 363-371 - Michelle Hromatka, Miaomiao Zhang, Greg M. Fleishman, Boris Gutman, Neda Jahanshad, Paul M. Thompson
, P. Thomas Fletcher:
A Hierarchical Bayesian Model for Multi-Site Diffeomorphic Image Atlases. 372-379 - Yue Yuan, Hanbo Chen, Jianfeng Lu, Tuo Zhang, Tianming Liu:
Distance Networks for Morphological Profiling and Characterization of DICCCOL Landmarks. 380-387 - Andre Santos Ribeiro, David J. Nutt
, John McGonigle:
Which Metrics Should Be Used in Non-linear Registration Evaluation? 388-395
Modeling and Simulation for Diagnosis and Interventional Planning
- Kai Lawonn, Maria Luz, Bernhard Preim, Christian Hansen
:
Illustrative Visualization of Vascular Models for Static 2D Representations. 399-406 - David Robben, Stefan Sunaert
, Vincent Thijs, Guy Willms, Frederik Maes
, Paul Suetens
:
Perfusion Paths: Inference of Voxelwise Blood Flow Trajectories in CT Perfusion. 407-414 - Saman Nouranian, Mahdi Ramezani, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean
, Purang Abolmaesumi:
Automatic Prostate Brachytherapy Preplanning Using Joint Sparse Analysis. 415-423 - Matthieu Lê, Hervé Delingette
, Jayashree Kalpathy-Cramer, Elizabeth R. Gerstner, Tracy Batchelor, Jan Unkelbach
, Nicholas Ayache:
Bayesian Personalization of Brain Tumor Growth Model. 424-432 - Hannes Nickisch, Yechiel Lamash, Sven Prevrhal, Moti Freiman
, Mani Vembar, Liran Goshen, Holger Schmitt:
Learning Patient-Specific Lumped Models for Interactive Coronary Blood Flow Simulations. 433-441 - Dominik Neumann, Tommaso Mansi, Lucian Mihai Itu, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Jan Haas, Hugo A. Katus, Benjamin Meder, Stefan Steidl
, Joachim Hornegger, Dorin Comaniciu
:
Vito - A Generic Agent for Multi-physics Model Personalization: Application to Heart Modeling. 442-449 - Stian Flage Johnsen, Stephen A. Thompson
, Matthew J. Clarkson
, Marc Modat
, Yi Song, Johannes Totz, Kurinchi Gurusamy
, Brian R. Davidson, Zeike A. Taylor
, David J. Hawkes, Sébastien Ourselin
:
Database-Based Estimation of Liver Deformation under Pneumoperitoneum for Surgical Image-Guidance and Simulation. 450-458 - Christoph Hennersperger
, Maximilian Baust, Diana Mateus
, Nassir Navab:
Computational Sonography. 459-466 - Mohammed S. M. ElBaz
, Boudewijn P. F. Lelieveldt
, Rob J. van der Geest:
Hierarchical Shape Distributions for Automatic Identification of 3D Diastolic Vortex Rings from 4D Flow MRI. 467-475 - Ninon Burgos
, Manuel Jorge Cardoso
, Filipa Guerreiro, Catarina Veiga
, Marc Modat
, Jamie McClelland
, Antje-Christin Knopf, Shonit Punwani, David Atkinson
, Simon R. Arridge
, Brian F. Hutton, Sébastien Ourselin
:
Robust CT Synthesis for Radiotherapy Planning: Application to the Head and Neck Region. 476-484 - Fred van Nijnatten
, Odile Bonnefous, Hernán G. Morales, Thijs Grünhagen, Roel Hermans, Olivier Brina, Vitor Mendes Pereira, Daniel Ruijters
:
Mean Aneurysm Flow Amplitude Ratio Comparison between DSA and CFD. 485-492 - Liansheng Wang, Xinyue Li, Yiping Chen
, Jing Qin
:
Application of L0-Norm Regularization to Epicardial Potential Reconstruction. 493-500 - Seok-Jun Hong, Boris C. Bernhardt, Dewi Schrader
, Benoît Caldairou, Neda Bernasconi, Andrea Bernasconi:
MRI-Based Lesion Profiling of Epileptogenic Cortical Malformations. 501-509 - Mehrdad Salehi, Seyed-Ahmad Ahmadi
, Raphael Prevost, Nassir Navab, Wolfgang Wein:
Patient-specific 3D Ultrasound Simulation Based on Convolutional Ray-tracing and Appearance Optimization. 510-518 - Jingjia Xu, John L. Sapp, Azar Rahimi Dehaghani, Fei Gao, Milan Horacek, Linwei Wang:
Robust Transmural Electrophysiological Imaging: Integrating Sparse and Dynamic Physiological Models into ECG-Based Inference. 519-527 - Pablo Mesejo, Sandrine Saillet
, Olivier David
, Christian G. Bénar
, Jan M. Warnking, Florence Forbes:
Estimating Biophysical Parameters from BOLD Signals through Evolutionary-Based Optimization. 528-535 - Francisco Pinto, Bernhard Fuerst, Benjamin Frisch, Nassir Navab:
Radiopositive Tissue Displacement Compensation for SPECT-guided Surgery. 536-543 - Taha Sabri Koltukluoglu, Christian Binter, Christine Tanner, Sven Hirsch
, Sebastian Kozerke, Gábor Székely, Aymen Laadhari
:
A Partial Domain Approach to Enable Aortic Flow Simulation Without Turbulent Modeling. 544-551
Reconstruction, Image Formation, Advanced Acquisition - Computational Imaging
- Bernhard Kainz
, Amir Alansary, Christina Malamateniou, Kevin Keraudren, Mary A. Rutherford
, Joseph V. Hajnal
, Daniel Rueckert:
Flexible Reconstruction and Correction of Unpredictable Motion from Stacks of 2D Images. 555-562 - Zheng Xu, Yeqing Li, Leon Axel, Junzhou Huang
:
Efficient Preconditioning in Joint Total Variation Regularized Parallel MRI Reconstruction. 563-570 - Christos Bergeles, Pierre Berthet-Rayne, Philip McCormac, Luis C. García-Peraza-Herrera
, Kosy Onyenso, Fan Cao, Khushi Vyas, Melissa Berthelot, Guang-Zhong Yang:
Accessible Digital Ophthalmoscopy Based on Liquid-Lens Technology. 571-578 - Oliver Taubmann, Günter Lauritsch, Andreas K. Maier, Rebecca Fahrig, Joachim Hornegger:
Estimate, Compensate, Iterate: Joint Motion Estimation and Compensation in 4-D Cardiac C-arm Computed Tomography. 579-586 - Jinyoung Kim, Yuval Duchin, Hyunsoo Kim, Jerrold L. Vitek, Noam Harel
, Guillermo Sapiro:
Robust Prediction of Clinical Deep Brain Stimulation Target Structures via the Estimation of Influential High-Field MR Atlases. 587-594 - Tassilo Klein
, William M. Wells III:
RF Ultrasound Distribution-Based Confidence Maps. 595-602 - Ling Zhang
, Andreas Wahle, Zhi Chen, John J. Lopez, Tomas Kovarnik
, Milan Sonka
:
Prospective Prediction of Thin-Cap Fibroatheromas from Baseline Virtual Histology Intravascular Ultrasound Data. 603-610 - Marco Esposito
, Benjamin Busam
, Christoph Hennersperger
, Julia Rackerseder, An Lu, Nassir Navab, Benjamin Frisch:
Cooperative Robotic Gamma Imaging: Enhancing US-guided Needle Biopsy. 611-618 - Stefano Pedemonte, Ciprian Catana
, Koen Van Leemput
:
Bayesian Tomographic Reconstruction Using Riemannian MCMC. 619-626 - Paolo Irrera, Isabelle Bloch, Maurice Delplanque
:
A Landmark-Based Approach for Robust Estimation of Exposure Index Values in Digital Radiography. 627-634 - Jiawen Yao
, Zheng Xu, Xiaolei Huang, Junzhou Huang
:
Accelerated Dynamic MRI Reconstruction with Total Variation and Nuclear Norm Regularization. 635-642 - S. Thiruvenkadam, K. Shriram, R. Manjeshwar, S. Wollenweber:
Robust PET Motion Correction Using Non-local Spatio-temporal Priors. 643-650 - Ninon Burgos
, Manuel Jorge Cardoso
, Alex F. Mendelson, Jonathan M. Schott
, David Atkinson
, Simon R. Arridge
, Brian F. Hutton, Sébastien Ourselin
:
Subject-specific Models for the Analysis of Pathological FDG PET Data. 651-658 - Khosro Bahrami, Feng Shi
, Xiaopeng Zong, Hae Won Shin, Hongyu An
, Dinggang Shen:
Hierarchical Reconstruction of 7T-like Images from 3T MRI Using Multi-level CCA and Group Sparsity. 659-666 - Felix Lugauer, Dominik Nickel
, Jens Wetzl, Stephan A. R. Kannengiesser, Andreas K. Maier, Joachim Hornegger:
Robust Spectral Denoising for Water-Fat Separation in Magnetic Resonance Imaging. 667-674 - Manuel Jorge Cardoso
, Marc Modat
, Tom Vercauteren
, Sébastien Ourselin
:
Scale Factor Point Spread Function Matching: Beyond Aliasing in Image Resampling. 675-683 - Aymeric Stamm
, Jolene Singh, Onur Afacan
, Simon K. Warfield
:
Analytic Quantification of Bias and Variance of Coil Sensitivity Profile Estimators for Improved Image Reconstruction in MRI. 684-691 - Caleb Rottman, Lance McBride, Arvidas Cheryauka, Ross T. Whitaker, Sarang C. Joshi:
Mobile C-arm 3D Reconstruction in the Presence of Uncertain Geometry. 692-699 - Ruoyu Li, Yeqing Li, Ruogu Fang
, Shaoting Zhang, Hao Pan, Junzhou Huang
:
Fast Preconditioning for Accelerated Multi-contrast MRI Reconstruction. 700-707

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