| Description |
1 online resource (xxxiv, 657 pages) : illustrations |
| Series |
Lecture notes in computer science ; 7512 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition and graphics |
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Lecture notes in computer science ; 7512.
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
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| Contents |
Accelerated Diffusion Spectrum Imaging with Compressed Sensing Using Adaptive Dictionaries / Berkin Bilgic, Kawin Setsompop, Julien Cohen-Adad, Van Wedeen and Lawrence L. Wald, et al. -- Parametric Dictionary Learning for Modeling EAP and ODF in Diffusion MRI / Sylvain Merlet, Emmanuel Caruyer and Rachid Deriche -- Resolution Enhancement of Diffusion-Weighted Images by Local Fiber Profiling / Pew-Thian Yap and Dinggang Shen -- Geodesic Shape-Based Averaging / M. Jorge Cardoso, Gavin Winston, Marc Modat, Shiva Keihaninejad and John Duncan, et al. -- Multi-scale Characterization of White Matter Tract Geometry / Peter Savadjiev, Yogesh Rathi, Sylvain Bouix, Ragini Verma and Carl-Fredrik Westin -- Optimization of Acquisition Geometry for Intra-operative Tomographic Imaging / Jakob Vogel, Tobias Reichl, José Gardiazabal, Nassir Navab and Tobias Lasser -- Incorporating Parameter Uncertainty in Bayesian Segmentation Models: Application to Hippocampal Subfield Volumetry / Juan Eugenio Iglesias, Mert Rory Sabuncu and Koen Van Leemput -- A Dynamical Appearance Model Based on Multiscale Sparse Representation: Segmentation of the Left Ventricle from 4D Echocardiography / Xiaojie Huang, Donald P. Dione, Colin B. Compas, Xenophon Papademetris and Ben A. Lin, et al |
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Automatic Detection and Segmentation of Kidneys in 3D CT Images Using Random Forests / Rémi Cuingnet, Raphael Prevost, David Lesage, Laurent D. Cohen and Benoît Mory, et al. -- Neighbourhood Approximation Forests / Ender Konukoglu, Ben Glocker, Darko Zikic and Antonio Criminisi -- Recognition in Ultrasound Videos: Where Am I? / Roland Kwitt, Nuno Vasconcelos, Sharif Razzaque and Stephen Aylward -- Self-similarity Weighted Mutual Information: A New Nonrigid Image Registration Metric / Hassan Rivaz and D. Louis Collins -- Inter-Point Procrustes: Identifying Regional and Large Differences in 3D Anatomical Shapes / Karim Lekadir, Alejandro F. Frangi and Guang-Zhong Yang -- Selection of Optimal Hyper-Parameters for Estimation of Uncertainty in MRI-TRUS Registration of the Prostate / Petter Risholm, Firdaus Janoos, Jennifer Pursley, Andriy Fedorov and Clare Tempany, et al. -- Globally Optimal Deformable Registration on a Minimum Spanning Tree Using Dense Displacement Sampling / Mattias P. Heinrich, Mark Jenkinson, Sir Michael Brady and Julia A. Schnabel |
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Unbiased Groupwise Registration of White Matter Tractography / Lauren J. O'Donnell, William M. Wells III, Alexandra J. Golby and Carl-Fredrik Westin -- Regional Manifold Learning for Deformable Registration of Brain MR Images / Dong Hye Ye, Jihun Hamm, Dongjin Kwon, Christos Davatzikos and Kilian M. Pohl -- Estimation and Reduction of Target Registration Error / Ryan D. Datteri and Benoît M. Dawant -- A Hierarchical Scheme for Geodesic Anatomical Labeling of Airway Trees / Aasa Feragen, Jens Petersen, Megan Owen, Pechin Lo and Laura H. Thomsen, et al. -- Initialising Groupwise Non-rigid Registration Using Multiple Parts+Geometry Models / Pei Zhang, Pew-Thian Yap, Dinggang Shen and Timothy F. Cootes -- An Efficient and Robust Algorithm for Parallel Groupwise Registration of Bone Surfaces / Martijn van de Giessen, Frans M. Vos, Cornelis A. Grimbergen, Lucas J. van Vliet and Geert J. Streekstra -- Realistic Head Model Design and 3D Brain Imaging of NIRS Signals Using Audio Stimuli on Preterm Neonates for Intra-Ventricular Hemorrhage Diagnosis / Marc Fournier, Mahdi Mahmoudzadeh, Kamran Kazemi, Guy Kongolo and Ghislaine Dehaene-Lambertz, et al |
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Hemodynamic-Informed Parcellation of fMRI Data in a Joint Detection Estimation Framework / L. Chaari, F. Forbes, T. Vincent and P. Ciuciu -- Group Analysis of Resting-State fMRI by Hierarchical Markov Random Fields / Wei Liu, Suyash P. Awate and P. Thomas Fletcher -- Metamorphic Geodesic Regression / Yi Hong, Sarang Joshi, Mar Sanchez, Martin Styner and Marc Niethammer -- Eigenanatomy Improves Detection Power for Longitudinal Cortical Change / Brian Avants, Paramveer Dhillon, Benjamin M. Kandel, Philip A. Cook and Corey T. McMillan, et al. -- Optimization of fMRI-Derived ROIs Based on Coherent Functional Interaction Patterns / Fan Deng, Dajiang Zhu and Tianming Liu -- Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters / Stanley Durrleman, Marcel Prastawa, Julie R. Korenberg, Sarang Joshi and Alain Trouvé, et al. -- Dominant Component Analysis of Electrophysiological Connectivity Networks / Yasser Ghanbari, Luke Bloy, Kayhan Batmanghelich, Timothy P.L. Roberts and Ragini Verma -- Tree-Guided Sparse Coding for Brain Disease Classification / Manhua Liu, Daoqiang Zhang, Pew-Thian Yap and Dinggang Shen |
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Improving Accuracy and Power with Transfer Learning Using a Meta-analytic Database / Yannick Schwartz, Gaël Varoquaux, Christophe Pallier, Philippe Pinel and Jean-Baptiste Poline, et al. -- Radial Structure in the Preterm Cortex; Persistence of the Preterm Phenotype at Term Equivalent Age? / Andrew Melbourne, Giles S. Kendall, M. Jorge Cardoso, Roxanna Gunney and Nicola J. Robertson, et al. -- Temporally-Constrained Group Sparse Learning for Longitudinal Data Analysis / Daoqiang Zhang, Jun Liu and Dinggang Shen -- Feature Analysis for Parkinson's Disease Detection Based on Transcranial Sonography Image / Lei Chen, Johann Hagenah and Alfred Mertins -- Longitudinal Image Registration with Non-uniform Appearance Change / Istvan Csapo, Brad Davis, Yundi Shi, Mar Sanchez and Martin Styner, et al. -- Cortical Folding Analysis on Patients with Alzheimer's Disease and Mild Cognitive Impairment / David M. Cash, Andrew Melbourne, Marc Modat, M. Jorge Cardoso and Matthew J. Clarkson, et al. -- Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-view Spectral Clustering / Hanbo Chen, Kaiming Li, Dajiang Zhu, Tuo Zhang and Changfeng Jin, et al |
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Test-Retest Reliability of Graph Theory Measures of Structural Brain Connectivity / Emily L. Dennis, Neda Jahanshad, Arthur W. Toga, Katie L. McMahon and Greig I. de Zubicaray, et al. -- Registration and Analysis of White Matter Group Differences with a Multi-fiber Model / Maxime Taquet, Benoît Scherrer, Olivier Commowick, Jurriaan Peters and Mustafa Sahin, et al. -- Scalable Tracing of Electron Micrographs by Fusing Top Down and Bottom Up Cues Using Hypergraph Diffusion / Vignesh Jagadeesh, Min-Chi Shih, B.S. Manjunath and Kenneth Rose -- A Diffusion Model for Detecting and Classifying Vesicle Fusion and Undocking Events / Lorenz Berger, Majid Mirmehdi, Sam Reed and Jeremy Tavaré -- Efficient Scanning for EM Based Target Localization / Raphael Sznitman, Aurelien Lucchi, Natasa Pjescic-Emedji, Graham Knott and Pascal Fua -- Automated Tuberculosis Diagnosis Using Fluorescence Images from a Mobile Microscope / Jeannette Chang, Pablo Arbeláez, Neil Switz, Clay Reber and Asa Tapley, et al. -- Accurate Fully Automatic Femur Segmentation in Pelvic Radiographs Using Regression Voting / C. Lindner, S. Thiagarajah, J.M. Wilkinson, G.A. Wallis and Timothy F. Cootes |
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Automatic Location of Vertebrae on DXA Images Using Random Forest Regression / M.G. Roberts, Timothy F. Cootes and J.E. Adams -- Decision Forests for Tissue-Specific Segmentation of High-Grade Gliomas in Multi-channel MR / Darko Zikic, Ben Glocker, Ender Konukoglu, Antonio Criminisi and C. Demiralp, et al. -- Efficient Global Optimization Based 3D Carotid AB-LIB MRI Segmentation by Simultaneously Evolving Coupled Surfaces / Eranga Ukwatta, Jing Yuan, Martin Rajchl and Aaron Fenster -- Sparse Patch Based Prostate Segmentation in CT Images / Shu Liao, Yaozong Gao and Dinggang Shen -- Anatomical Landmark Detection Using Nearest Neighbor Matching and Submodular Optimization / David Liu and S. Kevin Zhou -- Integration of Local and Global Features for Anatomical Object Detection in Ultrasound / Bahbibi Rahmatullah, Aris T. Papageorghiou and J. Alison Noble -- Spectral Label Fusion / Christian Wachinger and Polina Golland -- Multi-Organ Segmentation with Missing Organs in Abdominal CT Images / Miyuki Suzuki, Marius George Linguraru and Kazunori Okada -- Non-local STAPLE: An Intensity-Driven Multi-atlas Rater Model / Andrew J. Asman and Bennett A. Landman |
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Shape Prior Modeling Using Sparse Representation and Online Dictionary Learning / Shaoting Zhang, Yiqiang Zhan, Yan Zhou, Mustafa Uzunbas and Dimitris N. Metaxas -- Detection of Substantia Nigra Echogenicities in 3D Transcranial Ultrasound for Early Diagnosis of Parkinson Disease / Olivier Pauly, Seyed-Ahmad Ahmadi, Annika Plate, Kai Boetzel and Nassir Navab -- Prostate Segmentation by Sparse Representation Based Classification / Yaozong Gao, Shu Liao and Dinggang Shen -- Co-segmentation of Functional and Anatomical Images / Ulas Bagci, Jayaram K. Udupa, Jianhua Yao and Daniel J. Mollura -- Using Multiparametric Data with Missing Features for Learning Patterns of Pathology / Madhura Ingalhalikar, William A. Parker, Luke Bloy, Timothy P.L. Roberts and Ragini Verma -- Non-local Robust Detection of DTI White Matter Differences with Small Databases / Olivier Commowick and Aymeric Stamm -- Group-Wise Consistent Fiber Clustering Based on Multimodal Connectional and Functional Profiles / Bao Ge, Lei Guo, Tuo Zhang, Dajiang Zhu and Kaiming Li, et al. -- Learning a Reliable Estimate of the Number of Fiber Directions in Diffusion MRI / Thomas Schultz |
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Finding Similar 2D X-Ray Coronary Angiograms / Tanveer Syeda-Mahmood, Fei Wang, R. Kumar, D. Beymer and Y. Zhang, et al. -- Detection of Vertebral Body Fractures Based on Cortical Shell Unwrapping / Jianhua Yao, Joseph E. Burns, Hector Munoz and Ronald M. Summers -- Multiscale Lung Texture Signature Learning Using the Riesz Transform / Adrien Depeursinge, Antonio Foncubierta-Rodriguez, Dimitri Van de Ville and Henning Müller -- Blood Flow Simulation for the Liver after a Virtual Right Lobe Hepatectomy / Harvey Ho, Keagan Sorrell, Adam Bartlett and Peter Hunter -- A Combinatorial Method for 3D Landmark-Based Morphometry: Application to the Study of Coronal Craniosynostosis / Emeric Gioan, Kevin Sol and Gérard Subsol -- A Comprehensive Framework for the Detection of Individual Brain Perfusion Abnormalities Using Arterial Spin Labeling / Camille Maumet, Pierre Maurel, Jean-Christophe Ferré and Christian Barillot -- Automated Colorectal Cancer Diagnosis for Whole-Slice Histopathology / Habil Kalkan, Marius Nap, Robert P.W. Duin and Marco Loog -- Patient-Adaptive Lesion Metabolism Analysis by Dynamic PET Images / Fei Gao, Huafeng Liu and Pengcheng Shi |
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A Personalized Biomechanical Model for Respiratory Motion Prediction / B. Fuerst, T. Mansi, Jianwen Zhang, P. Khurd and J. Declerck, et al. -- Endoscope Distortion Correction Does Not (Easily) Improve Mucosa-Based Classification of Celiac Disease / Jutta Hämmerle-Uhl, Yvonne Höller, Andreas Uhl and Andreas Vécsei -- Gaussian Process Inference for Estimating Pharmacokinetic Parameters of Dynamic Contrast-Enhanced MR Images / Shijun Wang, Peter Liu, Baris Turkbey, Peter Choyke and Peter Pinto, et al. -- Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans / Ben Glocker, J. Feulner, Antonio Criminisi, D.R. Haynor and E. Konukoglu -- Pathology Hinting as the Combination of Automatic Segmentation with a Statistical Shape Model / Pascal A. Dufour, Hannan Abdillahi, Lala Ceklic, Ute Wolf-Schnurrbusch and Jens Kowal -- An Invariant Shape Representation Using the Anisotropic Helmholtz Equation / A.A. Joshi, S. Ashrafulla, D.W. Shattuck, H. Damasio and R.M. Leahy -- Phase Contrast Image Restoration via Dictionary Representation of Diffraction Patterns / Hang Su, Zhaozheng Yin, Takeo Kanade and Seungil Huh -- Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation / Yan Xu, Jianwen Zhang, Eric I-Chao Chang, Maode Lai and Zhuowen Tu -- Structural-Flow Trajectories for Unravelling 3D Tubular Bundles / Katerina Fragkiadaki, Weiyu Zhang, Jianbo Shi and Elena Bernardis -- Online Blind Calibration of Non-uniform Photodetectors: Application to Endomicroscopy / Nicolas Savoire, Barbara André and Tom Vercauteren |
| Summary |
The three-volume set LNCS 7510, 7511, and 7512 constitutes the refereed proceedings of the 15th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2012, held in Nice, France, in October 2012. Based on rigorous peer reviews, the program committee carefully selected 252 revised papers from 781 submissions for presentation in three volumes. The third volume includes 79 papers organized in topical sections on diffusion imaging: from acquisition to tractography; image acquisition, segmentation and recognition; image registration; neuroimage analysis; analysis of microscopic and optical images; image segmentation; diffusion weighted imaging; computer-aided diagnosis and planning; and microscopic image analysis |
| Analysis |
computerwetenschappen |
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computer sciences |
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beeldverwerking |
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image processing |
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machine vision |
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patroonherkenning |
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pattern recognition |
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kunstmatige intelligentie |
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artificial intelligence |
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afbeelden |
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imagery |
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radiologie |
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radiology |
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gezondheid |
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health |
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informatica |
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informatics |
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computergrafie |
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computer graphics |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Print version record |
| Subject |
Diagnostic imaging -- Data processing -- Congresses
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Medicine -- Data processing -- Congresses
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Computer vision -- Congresses
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Informatique.
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Computer vision
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Diagnostic imaging -- Data processing
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Medicine -- Data processing
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Ayache, Nicholas.
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| ISBN |
9783642334542 |
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3642334547 |
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3642334539 |
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9783642334535 |
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