Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2012

1. Front Matter

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2. Diffusion Imaging: From Acquisition to Tractography

   1. Accelerated Diffusion Spectrum Imaging with Compressed Sensing Using Adaptive Dictionaries

      • Berkin Bilgic, Kawin Setsompop, Julien Cohen-Adad, Van Wedeen, Lawrence L. Wald, Elfar Adalsteinsson

      Pages 1-9

   2. Parametric Dictionary Learning for Modeling EAP and ODF in Diffusion MRI

      • Sylvain Merlet, Emmanuel Caruyer, Rachid Deriche

      Pages 10-17

   3. Resolution Enhancement of Diffusion-Weighted Images by Local Fiber Profiling

      • Pew-Thian Yap, Dinggang Shen

      Pages 18-25

   4. Geodesic Shape-Based Averaging

      • M. Jorge Cardoso, Gavin Winston, Marc Modat, Shiva Keihaninejad, John Duncan, Sebastien Ourselin

      Pages 26-33

   5. Multi-scale Characterization of White Matter Tract Geometry

      • Peter Savadjiev, Yogesh Rathi, Sylvain Bouix, Ragini Verma, Carl-Fredrik Westin

      Pages 34-41

3. Image Acquisition, Segmentation and Recognition

   1. Optimization of Acquisition Geometry for Intra-operative Tomographic Imaging

      • Jakob Vogel, Tobias Reichl, José Gardiazabal, Nassir Navab, Tobias Lasser

      Pages 42-49

   2. Incorporating Parameter Uncertainty in Bayesian Segmentation Models: Application to Hippocampal Subfield Volumetry

      • Juan Eugenio Iglesias, Mert Rory Sabuncu, Koen Van Leemput

      Pages 50-57

   3. 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, Ben A. Lin, Albert J. Sinusas et al.

      Pages 58-65

   4. Automatic Detection and Segmentation of Kidneys in 3D CT Images Using Random Forests

      • Rémi Cuingnet, Raphael Prevost, David Lesage, Laurent D. Cohen, Benoît Mory, Roberto Ardon

      Pages 66-74

   5. Neighbourhood Approximation Forests

      • Ender Konukoglu, Ben Glocker, Darko Zikic, Antonio Criminisi

      Pages 75-82

   6. Recognition in Ultrasound Videos: Where Am I?

      • Roland Kwitt, Nuno Vasconcelos, Sharif Razzaque, Stephen Aylward

      Pages 83-90

4. Image Registration II

   1. Self-similarity Weighted Mutual Information: A New Nonrigid Image Registration Metric

      • Hassan Rivaz, D. Louis Collins

      Pages 91-98

   2. Inter-Point Procrustes: Identifying Regional and Large Differences in 3D Anatomical Shapes

      • Karim Lekadir, Alejandro F. Frangi, Guang-Zhong Yang

      Pages 99-106

   3. Selection of Optimal Hyper-Parameters for Estimation of Uncertainty in MRI-TRUS Registration of the Prostate

      • Petter Risholm, Firdaus Janoos, Jennifer Pursley, Andriy Fedorov, Clare Tempany, Robert A. Cormack et al.

      Pages 107-114

   4. Globally Optimal Deformable Registration on a Minimum Spanning Tree Using Dense Displacement Sampling

      • Mattias P. Heinrich, Mark Jenkinson, Sir Michael Brady, Julia A. Schnabel

      Pages 115-122

   5. Unbiased Groupwise Registration of White Matter Tractography

      • Lauren J. O’Donnell, William M. Wells III, Alexandra J. Golby, Carl-Fredrik Westin

      Pages 123-130

   6. Regional Manifold Learning for Deformable Registration of Brain MR Images

      • Dong Hye Ye, Jihun Hamm, Dongjin Kwon, Christos Davatzikos, Kilian M. Pohl

      Pages 131-138

   7. Estimation and Reduction of Target Registration Error

      • Ryan D. Datteri, Benoît M. Dawant

      Pages 139-146

   8. A Hierarchical Scheme for Geodesic Anatomical Labeling of Airway Trees

      • Aasa Feragen, Jens Petersen, Megan Owen, Pechin Lo, Laura H. Thomsen, Mathilde M. W. Wille et al.

      Pages 147-155

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.

• Project Team Asclepios, Inria Sophia Antipolis, Sophia-Antipolis, France

  Nicholas Ayache, Hervé Delingette

• MIT, CSAIL, Cambridge, USA

  Polina Golland

• Information and Communication Headquarters, Nagoya University, Nagoya, Japan

  Kensaku Mori

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