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Medical Imaging and Augmented Reality: 5th International Workshop, MIAR 2010, Beijing, China, September 19-20, 2010, Proceedings / Edition 1

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Overview

This book constitutes the refereed proceedings of the 5th International Workshop on Medical Imaging and Augmented Reality, MIAR 2010, held in Beijing, China, in September 2010. The 60 revised full papers presented were carefully reviewed and selected from 139 submissions. The papers are organized in topical sections on image segmentation, image registration, shape modeling and morphometry, image analysis, diffusion tensor image, computer assisted intervention, medical image computing, visualization and application, segmentation and classification, medical image understanding, image-guided surgery, and augmented reality.

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Product Details

Table of Contents

Image Segmentation

Automatic Segmentation of Neonatal Images Using Convex Optimization and Coupled Level Set Method Li Wang Feng Shi John H. Gilmore Weili Lin Dinggang Shen 1

A Unified Minimal Path Tracking and Topology Characterization Approach for Vascular Analysis Hasan Ertan Çetingül Mehmet Akif Gülsün Hüseyin Tek 11

Subject Specific Shape Modeling with Incremental Mixture Models Lichao Wang Karim Lekadir Ismail EI-Hamamsy Magdi Yacoub Guang-Zhong Yang 21

Segmentation of the Infarct and Peri-infarct Zones in Cardiac MR Images Aditya Gupta Mubarak Shah 31

Spatial-temporal Constraint for Segmentation of Serial Infant Brain MR Images Feng Shi Pew-Thian Yap John H. Gilmore Weili Lin Dinggang Shen 42

Multi-parametric Classification of Traumatic Brain Injury Patients Using Automatic Analysis of Quantitative MRI Scans Benjamin S. Aribisala Christopher J.A. Cowie Jiabao He Joshua Wood A. David Mendelow Patrick Mitchell Andrew M. Blamire 51

Image Registration

Deformable Vessel-Based Registration Using Landmark-Guided Coherent Point Drift Yipeng Hu Erik-Jan Rijkhorst Richard Manber David Hawkes Dean Barratt 60

Registration of CT Segmented Surfaces and 3-D Cardiac Electroanatomical Maps Jingjing Gong Yiyong Sun Zhaohua Chang 70

Coronary Motion Estimation from CTA Using Probability Atlas and Diffeomorphic Registration Dong Ping Zhang Laurent Risser François-Xavier Vialard Philip Edwards Coert Metz Lisan Neefjes Nico Mollet Wiro Niessen Daniel Rueckert 78

A Continuity Equation Based Optical Flow Method for Cardiac Motion Correction in 3D PET Data Mohammad Dawood Christoph Brune Xiaoyi Jiang Florian Büther Martin Burger Otmar Schober Michael Schäfers Klaus P. Schäfers 88

Simultaneous Reconstruction of 4-D Myocardial Motion from Both Tagged and Untagged MR Images Using Nonrigid Image Registration Wenzhe Shi Maria Murgasova Philip Edwards Daniel Rueckert 98

Shape Modeling and Morphometry

Cortical Sulcal Bank Segmentation via Geometric Similarity Based Graph Partition Gang Li Lei Guo Tuo Zhang Jingxin Nie Tianming Liu 108

A Framework for 3D Analysis of Facial Morphology in Fetal Alcohol Syndrome Jing Wan Li Shen Shiaofen Fang Jason McLaughlin Ilona Autti-Rämö Ase Fagerlund Edward Riley H. Eugene Hoyme Elizabeth S. Moore Tatiana Foroud 118

Feature Driven Rule Based Framework for Automatic Modeling of Organic Shapes in the Design of Personalized Medical Prosthetics Sajjad Baloch Konrad Sickel Vojtech Bubnik Rupen Melkisetoglu Sergei Azernikov Andreas Reh Artem Boltyenkov Tong Fang 128

Manifold Learning for Image-Based Gating of Intravascular Ultrasound (IVUS) Pullback Sequences Gozde Gul Isguder Gozde Unal Martin Groher Nassir Navab Ali Kemal Kalkan Muzaffer Degertekin Holger Hetterich Johannes Rieber 139

Automatic Computation of Electrodes Trajectory for Deep Brain Stimulation Caroline Essert Claire Haegelen Pierre Jannin 149

Image Analysis

FEM Based 3D Tumor Growth Prediction for Kidney Tumor Xinjian Chen Ronald Summers Jianhua Yao 159

Adaptive GPU Ray Casting Based on Spectral Analysis Stefan Suwelack Eric Heitz Roland Unterhinninghofen Rüdiger Dillmann 169

Metrics for Uncertainty Analysis and Visualization of Diffusion Tensor Images Fangxiang Jiao Jeff M. Phillips Jeroen Stinstra Jens Krüger Raj Varma Edward Hsu Julie Korenberg Chris R. Johnson 179

Robust 3D Reconstruction and Mean-Shift Clustering of Motoneurons from Serial Histological Images Nicolas Guizard Pierrick Coupe Nicolas Stifani Stefano Stifani D. Louis Collins 191

Diffiusion Tensor Image

DTI Connectivity by Segmentation Marc Niethammer Alexis Boucharin Christopher Zach Yundi Shi Eric Maltbie Mar Sanchez Martin Styner 200

Locally Weighted Regression for Estimating and Smoothing ODF Field Simultaneously Xiaozheng Liu Guang Yang Bradley S. Peterson Dongrong Xu 211

Distinguishing Left or Right Temporal Lobe Epilepsy from Controls Using Fractional Anisotropy Asymmetry Analysis Hai Li Zhong Xue Mario F. Dulay Amit Verma Solomon Wong Christof Karmonik Robert Grossman Stephen T. Wong 219

Hierachical Spherical Harmonics Based Deformable HARDI Registration Pew-Thian Yap Yasheng Chen Hongyu An John H. Gilmore Weili Lin Dinggang Shen 228

Computer Assisted Intervention

Marker-Free Registration for Electromagnetic Navigation Bronchoscopy under Respiratory Motion Marco Feuerstein Takamasa Sugiura Daisuke Deguchi Tobias Reichl Takayuki Kitasaka Kensaku Mori 237

Computational Decision Support for Percutaneous Aortic Valve Implantation Ingmar Voigt Razvan Ioan Ionasec Bogdan Georgescu Jan Boese Gernot Brockmann Joachim Hornegger Dorin Comaniciu 247

Relative Error: An Approach for in vivo Characterization of Electromagnetic Tracking Errors and Confidence Intervals Mohammad Matinfar Vijay Parthasarathy Raymond Chan Ameet Jain 257

A Motion Correction Algorithm for Microendoscope Video Computing in Image-Guided Intervention Tiancheng He Zhang Xue Weixin Xie Solomon Wong Kelvin Wong Miguel Valdivia y Alvarado Stephen T.C. Wong 267

Least-Incision Transformable End-Effector Mechanism for Forceps for Endoscopic Surgery Hiroaki Nakaji Ryoichi Nakamura 276

Real-Time Organ Tracking in Ultrasound Imaging Using Active Contours and Conditional Density Propagation Xiaohui Zhang Matthias Günther André Bongers 286

Medical Image Computing

A Malignant Breast Carcinoma Size Assessment Using Multiple Orientation Axial, Lateral, and Shear Elastographies: The Second Stage of a Pilot Study Ying Chi Michael J. Brady Ruth E. English Junbo Li J. Alison Noble 295

Level Set Diffusion for MRB Image Enhancement Bing Nan Li Chee Kong Chui Sim Heng Ong Stephen Chang Etsuko Kobayashi 305

Content-Based Surgical Workflow Representation Using Probabilistic Motion Modeling Stamatia Giannarou Guang-Zhang Yang 314

Improved Precision in the Measurement of Longitudinal Global and Regional Volumetric Changes via a Novel MRI Gradient Distortion Characterization and Correction Technique Vladimir S. Fonov Andrew Janke Zografos Caramanos Douglas L. Arnold Sridar Narayanan G. Bruce Pike D. Louis Collins 324

Visualization and Application

DVV: Towards a Taxonomy for Mixed Reality Visualization in Image Guided Surgery Marta Kersten-Oertel Pierre Jannin D. Louis Collins 334

Three-Dimensional Ultrasound Probe Pose Estimation from Single-Perspective X-Rays for Image-Guided Interventions Pencilla Lang Petar Seslija Damiaan F. Habets Michael W.A. Chu David W. Holdsworth Terry M. Peters 344

Automated Nomenclature of Upper Abdominal Arteries for Displaying Anatomical Names on Virtual Laparoscopic Images Kensaku Mori Masahiro Oda Tomohiko Egusa Zhengang Jiang Takayuki Kitasaka Michitaka Fujiwara Kazunari Misawa 353

Hidden Markov Model for Quantifying Clinician Expertise in Flexible Instrument Manipulation Jagadeesan Jayender Raúl San Jose Estépar Keith Obstein Vaibhav Patil Christopher C. Thompson Kirby G. Vosburgh 363

A Robust Mosaicing Method with Super-Resolution for Optical Medical Images Mingxing Hu Graeme Penney Daniel Rueckert Philip Edwards Fernando Bella Michael Figl Roberto Casula Yigang Cen Jie Liu Zhenjiang Miao David Hawkes 373

Segmentation and Classification

Spectral Aggregation Based on Iterative Graph Cut for Sonographic Breast Image Segmentation Chi-Hsuan Tsou Jie-Zhi Cheng Jyh-Horng Chen Chung-Ming Chen 383

Organ Pose Distribution Model and an MAP Framework for Automated Abdominal Multi-organ Localization Xiaofeng Liu Marius George Linguraru Jianhua Yao Ronald M. Summers 393

Probabilistic Refinement of Model-Based Segmentation: Application to Radiation Therapy Planning of the Head and Neck Arish A. Qazi John J. Kim David A. Jaffray Vladimir Pekar 403

Skin Lesions Classification with Optical Spectroscopy Asad Safi Victor Castaneda Tobias Lasser Nassir Navab 411

Segmentation of Vertebral Bodies in MR Images Based on Geometrical Models in 3D Darko Štern Boštjan Likar Franjo Pernuš Tomaz Vrtovec 419

Medical Image Understanding

A Learning-Based Approach to Evaluate Registration Success Christoph Vetter Ali Kamen Parmeshwar Khurd Rüdiger Westermann 429

Automatic Cortical Gyral Parcellation Using Probabilistic Atlas and Graph Cuts Gang Li Lei Guo Tuo Zhang Jingxin Nie Tianming Liu 438

Hierarchical Fiber Clustering Based on Multi-scale Neuroanatomical Features Qian Wang Pew-Thian Yap Hongjun Jia Guorong Wu Dinggang Shen 448

Neural Mass Model Driven Nonlinear EEG Analysis Xin Fang Zhenghui Hu Pengcheng Shi 457

Modeling the Dermoscopic Structure Pigment Network Using a Clinically Inspired Feature Set Maryam Sadeghi Majid Razmara Paul Wighton Tim K. Lee M. Stella Atkins 467

Image-Guided Surgery

An Application Driven Comparison of Several Feature Extraction Algorithms in Bronchoscope Tracking During Navigated Bronchoscopy Xióngbiao Luó Marco Feuerstein Tobias Reichl Takayuki Kitasaka Kensaku Mori 475

Modeling Kinematics of Mobile C-Arm and Operating Table as an Integrated Six Degrees of Freedom Imaging System Lejing Wang Rui Zou Simon Weidert Juergen Landes Ekkehard Euler Darius Burschka Nassir Navab 485

Peripheral Lung Cancer Detection by Vascular Tumor Labeling Using In-Vivo Microendoscopy under Real Time 3D CT Image Guided Intervention Miguel Valdivia y Alvarado Tian Cheng He Zhong Xue Stephen Wong Kelvin Wong 494

Particle-Based Deformable Modeling with Pre-computed Surface Data an Real-Time Surgical Simulation Bo Zhu Lixu Gu Zhe Zhou 503

Direct Co-calibration of Endobronchial Ultrasound and Video Philipp Dressel Marco Feuerstein Tobias Reichl Takayuki Kitasaka Nassir Navab Kensaku Mori 513

Augmented Reality

Real-Time Epicardial Excitation Time Map Overlay Paul de Lange Yuhei Takata Hongho Kim Hongen Liao Etsuko Kobayashi Minoru Ono Shunei Kyo Shinichi Takamoto Satoshi Ishii Takeo Asano Ichiro Sakuma 521

Knowledge-Based Situation Interpretation for Context-Aware Augmented Reality in Dental Implant Surgery D. Katic G. Sudra S. Speidel G. Castrillon-Oberndorfer G. Eggers R. Dillmann 531

Scorpion Shaped Endoscopic Surgical Robot for NOTES and SPS with Augmented Reality Functions Naoki Suzuki Asaki Hattori Kazuo Tanoue Satoshi Ieiri Kozo Konishi Morimasa Tomikawa Hajime Kenmotsu Makoto Hashizume 541

Optimisation of Focal Length Using a Stereoscopic Operating Microscope for Augmented Reality Surgical Guidance G. González-García R.J. Lapeer 551

An Efficient Graph-Based Deformable 2D/3D Registration Algorithm with Applications for Abdominal Aortic Aneurysm Interventions Rui Liao Yunhao Tan Hari Sundar Marcus Pfister Ali Kamen 561

Author Index 571

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