Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2010

1. Front Matter

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2. Computer-Aided Diagnosis

   1. Automated Macular Pathology Diagnosis in Retinal OCT Images Using Multi-Scale Spatial Pyramid with Local Binary Patterns

      • Yu-Ying Liu, Mei Chen, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, James M. Rehg

      Pages 1-9

   2. Non-invasive Image-Based Approach for Early Detection of Acute Renal Rejection

      • Fahmi Khalifa, Ayman El-Baz, Georgy Gimel’farb, Mohammed Abu El-Ghar

      Pages 10-18

   3. Hierarchical Segmentation and Identification of Thoracic Vertebra Using Learning-Based Edge Detection and Coarse-to-Fine Deformable Model

      • Jun Ma, Le Lu, Yiqiang Zhan, Xiang Zhou, Marcos Salganicoff, Arun Krishnan

      Pages 19-27

   4. Automatic Detection and Segmentation of Axillary Lymph Nodes

      • Adrian Barbu, Michael Suehling, Xun Xu, David Liu, S. Kevin Zhou, Dorin Comaniciu

      Pages 28-36

   5. Image Dissimilarity-Based Quantification of Lung Disease from CT

      • Lauge Sørensen, Marco Loog, Pechin Lo, Haseem Ashraf, Asger Dirksen, Robert P. W. Duin et al.

      Pages 37-44

3. Planning and Guidance of Interventions

   1. Vessel Segmentation for Ablation Treatment Planning and Simulation

      • Tuomas Alhonnoro, Mika Pollari, Mikko Lilja, Ronan Flanagan, Bernhard Kainz, Judith Muehl et al.

      Pages 45-52

   2. Integrated Segmentation and Nonrigid Registration for Application in Prostate Image-Guided Radiotherapy

      • Chao Lu, Sudhakar Chelikani, Zhe Chen, Xenophon Papademetris, Lawrence H. Staib, James S. Duncan

      Pages 53-60

   3. Anatomically-Driven Soft-Tissue Simulation Strategy for Cranio-Maxillofacial Surgery Using Facial Muscle Template Model

      • Hyungmin Kim, Philipp Jürgens, Lutz-Peter Nolte, Mauricio Reyes

      Pages 61-68

   4. Dynamic Shape Instantiation for Intra-operative Guidance

      • Su-Lin Lee, Adrian Chung, Mirna Lerotic, Maria A. Hawkins, Diana Tait, Guang-Zhong Yang

      Pages 69-76

   5. Dynamic Guidance for Robotic Surgery Using Image-Constrained Biomechanical Models

      • Philip Pratt, Danail Stoyanov, Marco Visentini-Scarzanella, Guang-Zhong Yang

      Pages 77-85

4. Image Segmentation

   1. Actin Filament Segmentation Using Spatiotemporal Active-Surface and Active-Contour Models

      • Hongsheng Li, Tian Shen, Dimitrios Vavylonis, Xiaolei Huang

      Pages 86-94

   2. Model-Based Esophagus Segmentation from CT Scans Using a Spatial Probability Map

      • Johannes Feulner, S. Kevin Zhou, Martin Huber, Alexander Cavallaro, Joachim Hornegger, Dorin Comaniciu

      Pages 95-102

   3. Automatic Segmentation and Components Classification of Optic Pathway Gliomas in MRI

      • Lior Weizman, Liat Ben-Sira, Leo Joskowicz, Ronit Precel, Shlomi Constantini, Dafna Ben-Bashat

      Pages 103-110

   4. Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images

      • Ezequiel Geremia, Bjoern H. Menze, Olivier Clatz, Ender Konukoglu, Antonio Criminisi, Nicholas Ayache

      Pages 111-118

   5. Segmentation Subject to Stitching Constraints: Finding Many Small Structures in a Large Image

      • Elena Bernardis, Stella X. Yu

      Pages 119-126

5. Image Reconstruction and Restoration

   1. Measurement Selection in Untracked Freehand 3D Ultrasound

      • Catherine Laporte, Tal Arbel

      Pages 127-134

   2. Efficient MR Image Reconstruction for Compressed MR Imaging

      • Junzhou Huang, Shaoting Zhang, Dimitris Metaxas

      Pages 135-142

   3. 4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization

      • Xun Jia, Yifei Lou, Bin Dong, Zhen Tian, Steve Jiang

      Pages 143-150

   4. ECG-Gated Interventional Cardiac Reconstruction for Non-periodic Motion

      • Christopher Rohkohl, Günter Lauritsch, Lisa Biller, Joachim Hornegger

      Pages 151-158

The13thInternationalConferenceonMedicalImageComputingandComputer- Assisted Intervention, MICCAI 2010, was held in Beijing, China from 20-24 September,2010.ThevenuewastheChinaNationalConventionCenter(CNCC), China’slargestandnewestconferencecenterwith excellentfacilities andaprime location in the heart of the Olympic Green, adjacent to characteristic constr- tions like the Bird’s Nest (National Stadium) and the Water Cube (National Aquatics Center). MICCAI is the foremost international scienti?c event in the ?eld of medical image computing and computer-assisted interventions. The annual conference has a high scienti?c standard by virtue of the threshold for acceptance, and accordingly MICCAI has built up a track record of attracting leading scientists, engineersandcliniciansfromawiderangeoftechnicalandbiomedicaldisciplines. This year, we received 786 submissions, well in line with the previous two conferences in New York and London. Three program chairs and a program committee of 31 scientists, all with a recognized standing in the ?eld of the conference, were responsible for the selection of the papers. The review process was set up such that each paper was considered by the three program chairs, two program committee members, and a minimum of three external reviewers. The review process was double-blind, so the reviewers did not know the identity of the authors of the submission. After a careful evaluation procedure, in which all controversialand gray area papers were discussed individually, we arrived at a total of 251 accepted papers for MICCAI 2010, of which 45 were selected for podium presentation and 206 for poster presentation. The acceptance percentage (32%) was in keeping with that of previous MICCAI conferences. All 251 papers are included in the three MICCAI 2010 LNCS volumes.

• CT scans
• MR images
• MRI
• brain modeling
• computer-aided diagnosis
• image analysis
• image reconstruction
• image restoration
• image segmentation
• microscopy
• modeling
• radiotherapy
• robotic surgery
• simulation
• surgery simulation

• Institute of Automation, The Chinese Academy of Sciences, Beijing, P.R. China

  Tianzi Jiang

• Institut für Informatik, Technische Universität München, Garching, Germany

  Nassir Navab

• University Medical Center Utrecht, Utrecht, The Netherlands

  Josien P. W. Pluim

• Q0S.459, Heidelberglaan 100, IUniversity Medical Center Utrecht, Utrecht, The Netherlands

  Max A. Viergever

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