Information Processing in Medical Imaging

1. Poster Session I (Segmentation, Shape Analysis, Statistical Methods, Image Reconstruction, Microscopic Image Analysis)

   1. CoRPORATE: Cortical Reconstruction by Pruning Outliers with Reeb Analysis and Topology-Preserving Evolution

      • Yonggang Shi, Rongjie Lai, Arthur W. Toga

      Pages 233-244

   2. Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-segmentation Method

      • Dongfeng Han, John Bayouth, Qi Song, Aakant Taurani, Milan Sonka, John Buatti et al.

      Pages 245-256

   3. Approximations of the Diffeomorphic Metric and Their Applications in Shape Learning

      • Xianfeng Yang, Alvina Goh, Anqi Qiu

      Pages 257-270

   4. Anisotropic Diffusion of Tensor Fields for Fold Shape Analysis on Surfaces

      • Maxime Boucher, Alan Evans, Kaleem Siddiqi

      Pages 271-282

   5. A Novel Longitudinal Atlas Construction Framework by Groupwise Registration of Subject Image Sequences

      • Shu Liao, Hongjun Jia, Guorong Wu, Dinggang Shen

      Pages 283-295

   6. A Probabilistic Framework to Infer Brain Functional Connectivity from Anatomical Connections

      • Fani Deligianni, Gael Varoquaux, Bertrand Thirion, Emma Robinson, David J. Sharp, A. David Edwards et al.

      Pages 296-307

   7. Optimal Initialization for 3D Correspondence Optimization: An Evaluation Study

      • Matthias Kirschner, Sebastian T. Gollmer, Stefan Wesarg, Thorsten M. Buzug

      Pages 308-319

   8. White Matter Bundle Registration and Population Analysis Based on Gaussian Processes

      • Demian Wassermann, Yogesh Rathi, Sylvain Bouix, Marek Kubicki, Ron Kikinis, Martha Shenton et al.

      Pages 320-332

   9. Personalization of Pictorial Structures for Anatomical Landmark Localization

      • Vaclav Potesil, Timor Kadir, Günther Platsch, Michael Brady

      Pages 333-345

   10. Joint Restoration of Bi-contrast MRI Data for Spatial Intensity Non-uniformities

       • Stathis Hadjidemetriou, Martin Buechert, Ute Ludwig, Juergen Hennig

       Pages 346-358

   11. The 2D Analytic Signal on RF and B-Mode Ultrasound Images

       • Christian Wachinger, Tassilo Klein, Nassir Navab

       Pages 359-370

   12. A Compressed Sensing Approach for MR Tissue Contrast Synthesis

       • Snehashis Roy, Aaron Carass, Jerry Prince

       Pages 371-383

   13. Restoring DIC Microscopy Images from Multiple Shear Directions

       • Zhaozheng Yin, Dai Fei Elmer Ker, Takeo Kanade

       Pages 384-397

   14. Identifying Nuclear Phenotypes Using Semi-supervised Metric Learning

       • Shantanu Singh, Firdaus Janoos, Thierry Pécot, Enrico Caserta, Gustavo Leone, Jens Rittscher et al.

       Pages 398-410

   15. Actin Filament Segmentation Using Dynamic Programming

       • Hongsheng Li, Tian Shen, Xiaolei Huang

       Pages 411-423

2. Registration

   1. Multimodal Registration via Spatial-Context Mutual Information

      • Zhao Yi, Stefano Soatto

      Pages 424-435

   2. Generalized Partial Volume: An Inferior Density Estimator to Parzen Windows for Normalized Mutual Information

      • Sune Darkner, Jon Sporring

      Pages 436-447

   3. Large Deformation Diffeomorphic Metric Mapping of Orientation Distribution Functions

      • Jia Du, Alvina Goh, Anqi Qiu

      Pages 448-462

   4. Schild’s Ladder for the Parallel Transport of Deformations in Time Series of Images

      • Marco Lorenzi, Nicholas Ayache, Xavier Pennec

      Pages 463-474

3. Poster Session II (Computer Aided Diagnosis, Diffusion Imaging, Functional Brain Analysis, Registration, Other)

   1. Dissimilarity-Based Classification of Anatomical Tree Structures

      • Lauge Sørensen, Pechin Lo, Asger Dirksen, Jens Petersen, Marleen de Bruijne

      Pages 475-485

This book constitutes the refereed proceedings of the 22nd International Conference on Information Processing in Medical Imaging, IPMI 2011, held at Kloster Irsee, Germany, in July 2011. The 24 full papers and 39 poster papers included in this volume were carefully reviewed and selected from 224 submissions. The papers are organized in topical sections on segmentation, statistical methods, shape analysis, registration, diffusion imaging, disease progression modeling, and computer aided diagnosis. The poster sessions deal with segmentation, shape analysis, statistical methods, image reconstruction, microscopic image analysis, computer aided diagnosis, diffusion imaging, functional brain analysis, registration and other related topics.

• computational anatomy
• fMRI classification
• radiation therapy
• spatial-temporal registration
• tree classification

• Swiss Federal Institute of Technology, Computer Vision Laboratory, Medical Image Analysis and Visualization Group,, ETH-Zentrum, Zurich, Switzerland

  Gábor Székely

• Fraunhofer MEVIS, Bremen, Germany

  Horst K. Hahn

Policies and ethics