Medical Image Computing And Computer-Assisted Intervention -- MICCAI 2004: 7th International Conference Saint-Malo, France, September 26-29, 2004, Proceedings

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Edition: 1st
Format: Paperback
Pub. Date: 2004-11-01
Publisher(s): SPRINGER
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Summary

The two-volume set LNCS 3216 and LNCS 3217 constitutes the refereed proceedings of the 7th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2004, held in Saint-Malo, France, in September 2004. The 235 revised full papers and 33 short communications presented were carefully reviewed and selected from a total of 617 submissions. The papers are organized in topical sections on brain segmentation, cardiovascular segmentation, segmentation, segmentation methods, registration, robotics, simulation and rendering, interventional imaging, brain imaging applications, and cardiovascular applications.

Table of Contents

Part I
Brain Segmentation
Level Set Methods in an EM Framework for Shape Classification and Estimation
1(9)
Andy Tsai, William Wells, Simon K. Warfield, Alan Willsky
Automatic Segmentation of Neonatal Brain MRI
10(8)
Marcel Prastawa, John Gilmore, Weili Lin, Guido Gerig
Segmentation of 3D Probability Density Fields by Surface Evolution: Application to Diffusion MRI
18(8)
Christophe Lenglet, Mikaël Rousson, Rachid Deriche
Improved EM-Based Tissue Segmentation and Partial Volume Effect Quantification in Multi-Sequence Brain MRI
26(8)
Guillaume Dugas-Phocion, Miguel Angel González Ballester, Gregoire Malandain, Christine Lebrun, Nicholas Ayache
Cardiovascular Segmentation
Cardiac Motion and Elasticity Characterization with Iterative Sequential Hinfinity Criteria
34(9)
Huafeng Liu, Pengcheng Shi
A Semi-automatic Endocardial Border Detection Method for 4D Ultrasound Data
43(8)
Marijn van Stralen, Johan G. Bosch, Marco M. Voormolen, Gerard van Burken, Boudewijn J. Krenning, Charles T. Lancée, Nico de Jong, Johan H.C. Reiber
Vessel Segmentation Using a Shape Driven Flow
51(9)
Delphine Nain, Anthony Yezzi, Greg Turk
Learning Coupled Prior Shape and Appearance Models for Segmentation
60(10)
Xiaolei Huang, Zhiguo Li, Dimitris Metaxas
Segmentation I
A Modified Total Variation Denoising Method in the Context of 3D Ultrasound Images
70(8)
Arnaud Ogier, Pierre Hellier
Correcting Nonuniformities in MRI Intensities Using Entropy Minimization Based on an Elastic Model
78(9)
Ravi Bansal, Lawrence H. Staib, Bradley S. Peterson
Texture Image Analysis for Osteoporosis Detection with Morphological Tools
87(8)
Sylvie Sevestre-Ghalila, Amel Benazza-Benyahia, Anne Ricordeau, Nedra Mellouli, Christine Chappard, Claude Laurent Benhamou
Multi-class Posterior Atlas Formation via Unbiased Kullback-Leibler Template Estimation
95(8)
Peter Lorenzen, Brad Davis, Guido Gerig, Elizabeth Bullitt, Sarang Joshi
Dual Front Evolution Model and Its Application in Medical Imaging
103(8)
Hua Li, Abderr Elmoataz, Jalal Fadili, Su Ruan
Topology Smoothing for Segmentation and Surface Reconstruction
111(8)
Pierre-Louis Bazin, Dzung L. Pham
Simultaneous Boundary and Partial Volume Estimation in Medical Images
119(8)
Dzung L. Pham, Pierre-Louis Bazin
Local Watershed Operators for Image Segmentation
127(8)
Hüseyin Tek, Hüseyin Can Aras
Medical Image Segmentation Based on Mutual Information Maximization
135(8)
Jaume Rigau, Miquel Feixas, Mateu Sbert, Anton Bardera, Imma Boada
Adaptive Segmentation of Multi-modal 3D Data Using Robust Level Set Techniques
143(8)
Aly Farag, Hossam Hassan
Coupling Statistical Segmentation and PCA Shape Modeling
151(9)
Kilian M. Pohl, Simon K. Warfield, Ron Kikinis, W. Eric L. Crimson, William M. Wells
Image Segmentation Adapted for Clinical Settings by Combining Pattern Classification and Level Sets
160(8)
S. Li, T. Fevens, A. Krzyzak
Shape Particle Filtering for Image Segmentation
168(8)
Marleen de Bruijne, Mads Nielsen
Profile Scale-Spaces for Multiscale Image Match
176(8)
Sean Ho, Guido Gerig
Classification Improvement by Segmentation Refinement: Application to Contrast-Enhanced MR-Mammography
184(8)
Christine Tanner, Michael Khazen, Preminda Kessar, Martin O. Leach, David J. Hawkes
Landmark-Driven, Atlas-Based Segmentation of Mouse Brain Tissue Images Containing Gene Expression Data
192(8)
Ioannis A. Kakadiaris, Musodiq Bello, Shiva Arunachalam, Wei Kang, Tao Ju, Joe Warren, James Carson, Wah Chiu, Christina Thaller, Gregor Eichele
On Normalized Convolution to Measure Curvature Features for Automatic Polyp Detection
200(9)
C. van Wijk, R. Truyen, R.E. van Gelder, L.J. van Vliet, F.M. Vos
Implicit Active Shape Models for 3D Segmentation in MR Imaging
209(8)
Mikaël Rousson, Nikos Paragios, Rachid Deriche
Construction of 3D Dynamic Statistical Deformable Models for Complex Topological Shapes
217(8)
Paramate Horkaew, Guang-Zhong Yang
Shape Representation via Best Orthogonal Basis Selection
225(9)
Ashraf Mohamed, Christos Davatzikos
Robust Generalized Total Least Squares Iterative Closest Point Registration
234(8)
Raúl San José Estépar, Anders Brun, Carl-Fredrik Westin
Segmentation Methods
Robust Inter-slice Intensity Normalization Using Histogram Scale-Space Analysis
242(8)
Julien Dauguet, Jean-François Mangin, Thierry Delzescaux, Vincent Frouin
Quantification of Delayed Enhancement MR Images
250(8)
Engin Dikici, Thomas O'Donnell, Randolph Setser, Richard D. White
Statistical Shape Modelling of the Levator Ani with Thickness Variation
258(8)
Su-Lin Lee, Paramate Horkaew, Ara Darzi, Guang-Zhong Yang
Characterizing the Shape of Anatomical Structures with Poisson's Equation
266(8)
Haissam Haidar, Sylvain Bouix, James Levitt, Chandley Dickey, Robert W. McCarley, Martha E. Shenton, Janet S. Soul
Automatic Optimization of Segmentation Algorithms Through Simultaneous Truth and Performance Level Estimation (STAPLE)
274(9)
Mahnaz Maddah, Kelly H. Zou, William M. Wells, Ron Kikinis, Simon K. Warfield
Segmentation II
Multi-feature Intensity Inhomogeneity Correction in MR Images
283(8)
Uroš Vovk, Franjo Pernuš, Boštjan Likar
Using a Maximum Uncertainty LDA-Based Approach to Classify and Analyse MR Brain Images
291(10)
Carlos E. Thomaz, James P. Boardman, Derek L.G. Hill, Jo V. Hajnal, David D. Edwards, Mary A. Rutherford, Duncan F. Gillies, Daniel Rueckert
Data Driven Brain Tumor Segmentation in MRI Using Probabilistic Reasoning over Space and Time
301(9)
Jeffrey Solomon, John A. Butman, Arun Sood
Atlas-Based Segmentation Using Level Sets and Fuzzy Labels
310(8)
Cybèle Ciofolo
Multi-phase Three-Dimensional Level Set Segmentation of Brain MRI
318(9)
Elsa D. Angelini, Ting Song, Brett D. Mensh, Andrew Laine
Effects of Anatomical Asymmetry in Spatial Priors on Model-Based Segmentation of the Brain MRI: A Validation Study
327(8)
Siddarth Srivastava, Frederik Maes, Dirk Vandermeulen, Wim Van Paesschen, Patrick Dupont, Paul Suetens
How Accurate Is Brain Volumetry?
335(8)
Horst K. Hahn, Benoit Jolly, Miriam Lee, Daniel Krastel, Jan Rexilius, Johann Drexl, Mathias Schlüter, Burckhard Terwey, Heinz-Otto Peitgen
Anisotropic Interpolation of DT-MRI
343(8)
Carlos A. Castaño-Moraga, Miguel A. Rodriguez-Florido, Luis Alvarez, Carl-Fredrik Westin, Juan Ruiz-Alzola
3D Bayesian Regularization of Diffusion Tensor MRI Using Multivariate Gaussian Markov Random Fields
351(9)
Marcos Martin-Fernández, Carl-Fredrik Westin, Carlos Alberola-López
Interface Detection in Diffusion Tensor MRI
360(8)
Lauren O'Donnell, W. Eric L. Grimson, Carl-Fredrik Westin
Clustering Fiber Traces Using Normalized Cuts
368(8)
Anders Brun, Hans Knutsson, Hae-Jeong Park, Martha E. Shenton, Carl-Fredrik Westin
Area Preserving Cortex Unfolding
376(8)
Jean-Philippe Pons, Renaud Keriven, Olivier Faugeras
Cortical Reconstruction Using Implicit Surface Evolution: A Landmark Validation Study
384(9)
Duygu Tosun, Maryam E. Rettmann, Daniel Q. Naiman, Susan M. Resnick, Michael A. Kraut, Jerry L. Prince
Discriminative MR Image Feature Analysis for Automatic Schizophrenia and Alzheimer's Disease Classification
393(9)
Yanxi Liu, Leonid Teverovskiy, Owen Carmichael, Ron Kikinis, Martha Shenton, Cameron S. Carter, V. Andrew Stenger, Simon Davis, Howard Aizenstein, James T. Becker, Oscar L. Lopez, Carolyn C. Meltzer
Left Ventricular Segmentation in MR Using Hierarchical Multi-class Multi-feature Fuzzy Connectedness
402(9)
Amol Pednekar, Uday Kurkure, Raja Muthupillai, Scott Flamm, Ioannis A. Kakadiaris
3D Cardiac Anatomy Reconstruction Using High Resolution CT Data
411(8)
Ting Chen, Dimitris Metaxas, Leon Axel
3D/4D Cardiac Segmentation Using Active Appearance Models, Non-rigid Registration, and the Insight Toolkit
419(8)
Robert M. Lapp, Maria Lorenzo-Valdés, Daniel Rueckert
Segmentation of Cardiac Structures Simultaneously from Short- and Long-Axis MR Images
427(8)
Juha Koikkalainen, Mika Pollari, Jyrki Lötjönen, Sari Kivistö, Kirsi Lauerma
Segmentation of Left Ventricle via Level Set Method Based on Enriched Speed Term
435(8)
Yingge Qu, Qiang Chen, Pheng Ann Heng, Tien-Tsin Wong
Border Detection on Short Axis Echocardiographic Views Using a Region Based Ellipse-Driven Framework
443(8)
Maxime Taron, Nikos Paragios, Marie-Pierre Jolly
A Data Clustering and Streamline Reduction Method for 3D MR Flow Vector Field Simplification
451(8)
Bernardo S. Carmo, Y.H. Pauline Ng, Adam Prügel-Bennett, Guang-Zhong Yang
Velocity Based Segmentation in Phase Contrast MRI Images
459(8)
Jan Erik Solem, Markus Persson, Anders Heyden
Multi-scale Statistical Grey Value Modelling for Thrombus Segmentation from CTA
467(8)
Silvia D. Olabarriaga, Marcel Breeuwer, Wiro J. Niessen
Local Speed Functions in Level Set Based Vessel Segmentation
475(8)
Rashindra Manniesing, Wiro Niessen
Automatic Heart Peripheral Vessels Segmentation Based on a Normal MIP Ray Casting Technique
483(8)
Charles Florin, Romain Moreau-Gobard, Jim Williams
A New 3D Parametric Intensity Model for Accurate Segmentation and Quantification of Human Vessels
491(9)
Stefan Wörz, Karl Rohr
Geometric Flows for Segmenting Vasculature in MRI: Theory and Validation
500(8)
Maxime Descoteaux, Louis Collins, Kaleem Siddiqi
Accurate Quantification of Small-Diameter Tubular Structures in Isotropic CT Volume Data Based on Multiscale Line Filter Responses
508(8)
Yoshinobu Sato, Shuji Yamamoto, Shinichi Tamura
A Methodology for Validating a New Imaging Modality with Respect to a Gold Standard Imagery: Example of the Use of 3DRA and MRI for AVM Delineation
516(9)
Marie-Odile Berger, René Anxionnat, Erwan Kerrien
VAMPIRE: Improved Method for Automated Center Lumen Line Definition in Atherosclerotic Carotid Arteries in CTA Data
525(8)
H.A.F. Gratama van Andel, E. Meijering, A. van der Lugt, H.A. Vrooman, R. Stokking
A General Framework for Tree Segmentation and Reconstruction from Medical Volume Data
533(8)
Thomas Billow, Cristian Lorenz, Steffen Renisch
Shape-Based Curve Growing Model and Adaptive Regularization for Pulmonary Fissure Segmentation in CT
541(8)
Jingbin Wang, Margrit Betke, Jane P. Ko
A Fully Automated Method for the Delineation of Osseous Interface in Ultrasound Images
549(9)
Vincent Daanen, Jerome Tonetti, Jocelyne Troccaz
Registration I
Registration-Based Interpolation Using a High-Resolution Image for Guidance
558(8)
Graeme P. Penney, Julia A. Schnabel, Daniel Rueckert, David J. Hawkes, Wiro J. Niessen
Surface-Based Registration with a Particle Filter
566(8)
Burton Ma, Randy E. Ellis
Standardized Evaluation of 2D-3D Registration
574(8)
Everine B. van de Kraats, Graeme P. Penney, Dejan Tomaževic, Theo van Walsum, Wiro J. Niessen
Image Registration by Hierarchical Matching of Local Spatial Intensity Histograms
582(9)
Dinggang Shen
Volume Preserving Image Registration
591(8)
Eldad Haber, Jan Modersitzki
Multiresolution Image Registration Based on Kuliback-Leibler Distance
599(8)
Rui Can, Jue Wu, Albert C.S. Chung, Simon C.H. Yu, William M. Wells III
Empirical Evaluation of Covariance Estimates for Mutual Information Coregistration
607(8)
Paul A. Bromiley, Maja Pokric, Neil A. Thacker
Deformation Based Representation of Groupwise Average and Variability
615(8)
Natasa Kovacevic, Josette Chen, John G. Sled, Jeff Henderson, Mark Henkelman
Spatial-Stiffness Analysis of Surface-Based Registration
623(8)
Burton Ma, Randy E. Ellis
Progressive Attenuation Fields: Fast 2D-3D Image Registration Without Precomputation
631(8)
Torsten Rohlfing, Daniel B. Russakoff, Joachim Denzler, Calvin R. Maurer, Jr.
Nonrigid Image Registration Using Free-Form Deformations with a Local Rigidity Constraint
639(8)
Dirk Loeckx, Frederik Maes, Dirk Vandermeulen, Paul Suetens
Fast Non-linear Elastic Registration in 2D Medical Image
647(8)
Zhi-ying Long, Li Yao, Dan-ling Peng
Multi-subject Registration for Unbiased Statistical Atlas Construction
655(8)
Mathieu De Craene, Aloys du Bois d'Aische, Benoit Macq, Simon K. Warfield
Simultaneous Segmentation and Registration for Medical Image
663(8)
Xiaohua Chen, Michael Brady, Daniel Rueckert
Mapping Template Heart Models to Patient Data Using Image Registration
671(8)
Marcin Wierzbicki, Maria Drangova, Gerard Guiraudon, Terry Peters
A Framework for Detailed Objective Comparison of Non-rigid Registration Algorithms in Neuroimaging
679(8)
William R. Crum, Daniel Rueckert, Mark Jenkinson, David Kennedy, Stephen M. Smith
Evaluation of Registration of Ictal SPECT/MRI Data Using Statistical Similarity Methods
687(9)
Christophe Grova, Pierre Jannin, Irène Buvat, Habib Benali, Bernard Gibaud
Construction of a Brain Template from MR Images Using State-of-the-Art Registration and Segmentation Techniques
696(8)
Dieter Seghers, Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens
Non-rigid Atlas to Subject Registration with Pathologies for Conformal Brain Radiotherapy
704(8)
Radu Stefanescu, Olivier Commowick, Grégoire Malandain, Pierre-Yves Bondiau, Nicholas Ayache, Xavier Pennec
Ventricle Registration for Inter-subject White Matter Lesion Analysis
712(8)
Cynthia Jongen, Jeroen van der Grond, Josien P.W. Pluim
Deformable Registration of Tumor-Diseased Brain Images
720(9)
Tianming Liu, Dinggang Shen, Christos Davatzikos
Registration II
Toward the Creation of an Electrophysiological Atlas for the Pre-operative Planning and Intra-operative Guidance of Deep Brain Stimulators (DBS) Implantation
729(8)
Pierre-François D'Haese, Ebru Cetinkaya, Chris Kao, J. Michael Fitzpatrick, Peter E. Konrad, Benoit M. Dawant
Detecting Regional Abnormal Cardiac Contraction in Short-Axis MR Images Using Independent Component Analysis
737(8)
A. Suinesiaputra, M. Üzümcü, A.F. Frangi, T.A.M. Kaandorp, J.H.C. Reiber, B.P.F. Lelieveldt
Non-rigid Atlas-to-Image Registration by Minimization of Class-Conditional Image Entropy
745(9)
Emiliano D'Agostino, Frederik Maes, Dirk Vandermeulen, Paul Suetens
Determination of Aortic Distensibility Using Non-rigid Registration of Cine MR Images
754(9)
Maria Lorenzo-Valdés, Gerardo I. Sanchez-Ortiz, Hugo Bogren, Raad Mohiaddin, Daniel Rueckert
Integrated Intensity and Point-Feature Nonrigid Registration
763(8)
Xenophon Papademetris, Andrea P. Jackowski, Robert T. Schultz, Lawrence H. Staib, James S. Duncan
Matching 3D Shapes Using 2D Conformal Representations
771(10)
Xianfeng Gu, Baba C. Vemuri
Parallel Optimization Approaches for Medical Image Registration
781(8)
Mark P. Wachowiak, Terry M. Peters
Non-rigid Multimodal Image Registration Using Local Phase
789(8)
Matthew Mellor, Michael Brady
Multi-channel Mutual Information Using Scale Space
797(8)
Mark Holden, Lewis D. Griffin, Nadeem Saeed, Derek L.G. Hill
Registration Using Segment Intensity Remapping and Mutual Information
805(8)
Zeger F. Knops, J.B.A. Maintz, M.A. Viergever, J.P.W. Pluim
Comparison of Different Global and Local Automatic Registration Schemes: An Application to Retinal Images
813(8)
Evangelia Karali, Pantelis Asvestas, Konstantina S. Nikita, George K. Matsopoulos
Automatic Estimation of Error in Voxel-Based Registration
821(8)
William R. Crum, Lewis D. Griffin, David J. Hawkes
Rigid and Deformable Vasculature-to-Image Registration: A Hierarchical Approach
829(8)
Julien Jomier, Stephen R. Aylward
Rigid Registration of Freehand 3D Ultrasound and CT-Scan Kidney Images
837(8)
Antoine Leroy, Pierre Mozer, Yohan Payan, Jocelyne Troccaz
Improved Non-rigid Registration of Prostate MRI
845(8)
Aloys du Bois d'Aische, Mathieu De Craene, Steven Haker, Neil Weisenfeld, Clare Tempany, Benoit Macq, Simon K. Warfield
Landmark-Guided Surface Matching and Volumetric Warping for Improved Prostate Biopsy Targeting and Guidance
853(9)
Steven Haker, Simon K. Warfield, Clare M.C. Tempany
Improved Regional Analysis of Oxygen-Enhanced Lung MR Imaging Using Image Registration
862(8)
Josephine H. Naish, Geoffrey J.M. Parker, Paul C. Beatty, Alan Jackson, John C. Waterton, Simon S. Young, Chris J. Taylor
An Uncertainty-Driven Hybrid of Intensity-Based and Feature-Based Registration with Application to Retinal and Lung CT Images
870(8)
Charles V. Stewart, Ying-Lin Lee, Chia-Ling Tsai
Portal Vein Registration for the Follow-Up of Hepatic Tumours
878(9)
Arnaud Charnoz, Vincent Agnus, Luc Soler
Fast Rigid 2D-2D Multimodal Registration
887(8)
Ulrich Müller, Jürgen Hesser, Reinhard Mäanner
Finite Deformation Guided Nonlinear Filtering for Multiframe Cardiac Motion Analysis
895(8)
C.L. Ken Wong, Pengcheng Shi
Contrast-Invariant Registration of Cardiac and Renal MR Perfusion Images
903(8)
Ying Sun, Marie-Pierre Jolly, José M.F. Moura
Spatio-Temporal Free-Form Registration of Cardiac MR Image Sequences
911(10)
Dimitrios Perperidis, Raad Mohiaddin, Daniel Rueckert
Author Index
921

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