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Shape in Medical Imaging

International Workshop, ShapeMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Martin Reuter

    1. German Center for Neurodegenerative Diseases, Bonn, Germany

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  2. Christian Wachinger

    1. Ludwig Maximilian University of Munich, Munich, Germany

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  3. Hervé Lombaert

    1. École de Technologie Supérieure, Montreal, Canada

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  4. Beatriz Paniagua

    1. Kitware Inc., Carrboro, USA

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  5. Marcel Lüthi

    1. University of Basel, Basel, Switzerland

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  6. Bernhard Egger

    1. Massachusetts Institute of Technology, Cambridge, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11167)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: ShapeMI 2018.

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Table of contents (28 papers)

  1. Front Matter

    Pages I-XII
    Download chapter PDF

  2. Shape Applications/Validation/Software

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Deformetrica 4: An Open-Source Software for Statistical Shape Analysis

      • Alexandre Bône, Maxime Louis, Benoît Martin, Stanley Durrleman
      Pages 3-13

    3. On the Evaluation and Validation of Off-the-Shelf Statistical Shape Modeling Tools: A Clinical Application

      • Anupama Goparaju, Ibolya Csecs, Alan Morris, Evgueni Kholmovski, Nassir Marrouche, Ross Whitaker et al.
      Pages 14-27

    4. Characterizing Anatomical Variability and Alzheimer’s Disease Related Cortical Thinning in the Medial Temporal Lobe Using Graph-Based Groupwise Registration and Point Set Geodesic Shooting

      • Long Xie, Laura E. M. Wisse, Sandhitsu R. Das, Ranjit Ittyerah, Jiancong Wang, David A. Wolk et al.
      Pages 28-37

    5. Interpretable Spiculation Quantification for Lung Cancer Screening

      • Wookjin Choi, Saad Nadeem, Sadegh Riyahi, Joseph O. Deasy, Allen Tannenbaum, Wei Lu
      Pages 38-48

    6. Shape and Facet Analyses of Alveolar Airspaces of the Lung

      • Roman Grothausmann, Christian Mühlfeld, Matthias Ochs, Lars Knudsen
      Pages 49-64

    7. SlicerSALT: Shape AnaLysis Toolbox

      • Jared Vicory, Laura Pascal, Pablo Hernandez, James Fishbaugh, Juan Prieto, Mahmoud Mostapha et al.
      Pages 65-72

    8. 3D Shape Analysis for Coarctation of the Aorta

      • Lina Gundelwein, Heiko Ramm, Leonid Goubergrits, Marcus Kelm, Hans Lamecker
      Pages 73-77

    9. Morphometric Sex Estimation from the Hip Bone by Means of the HIP 1.1 Software

      • Miroslav Králík, Ondřej Klíma, Petra Urbanová, Lenka Polcerová, Martin Čuta
      Pages 78-89

  3. Shape Methods

    1. Front Matter

      Pages 91-91
      Download chapter PDF

    2. Deformable Cubic Hermite Mesh Templates for Statistical Liver Shape Analysis

      • Hao Bo Yu, Yui Nakagawa, Harvey Ho, Atsushi Saito, Akinobu Shimizu
      Pages 93-101

    3. Global Divergences Between Measures: From Hausdorff Distance to Optimal Transport

      • Jean Feydy, Alain Trouvé
      Pages 102-115

    4. Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension

      • Shuman Jia, Nicolas Duchateau, Pamela Moceri, Maxime Sermesant, Xavier Pennec
      Pages 116-124

    5. 4D Continuous Medial Representation Trajectory Estimation for Longitudinal Shape Analysis

      • Sungmin Hong, James Fishbaugh, Guido Gerig
      Pages 125-136

    6. Probabilistic Fitting of Active Shape Models

      • Andreas Morel-Forster, Thomas Gerig, Marcel Lüthi, Thomas Vetter
      Pages 137-146

    7. Automatic Extraction of a Piecewise Symmetry Surface of a 3D Mesh: Application to Scoliosis

      • Marion Morand, Olivier Comas, Gérard Subsol, Christophe Fiorio
      Pages 147-159

    8. Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms

      • Ayagoz Mussabayeva, Alexey Kroshnin, Anvar Kurmukov, Yulia Denisova, Li Shen, Shan Cong et al.
      Pages 160-168

    9. Joint Registration of Multiple Generalized Point Sets

      • Zhe Min, Jiaole Wang, Max Q.-H. Meng
      Pages 169-177

    10. OCT Segmentation: Integrating Open Parametric Contour Model of the Retinal Layers and Shape Constraint to the Mumford-Shah Functional

      • Jinming Duan, Weicheng Xie, Ryan Wen Liu, Christopher Tench, Irene Gottlob, Frank Proudlock et al.
      Pages 178-188
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  1. Shape in Medical Imaging

Keywords

About this book

This book constitutes the proceedings of the Workshop on Shape in Medical Imaging, ShapeMI 2018, held in conjunction with the 21st International Conference on Medical Image Computing, MICCAI 2018, in Granada, Spain, in September 2018.

The 26 full papers and 2 short papers presented were carefully reviewed and selected for inclusion in this volume. The papers discuss novel approaches and applications in shape and geometry processing and their use in research and clinical studies and explore novel, cutting-edge theoretical methods and their usefulness for medical applications, e.g., from the fields of geometric learning or spectral shape analysis.

 


Editors and Affiliations

  • German Center for Neurodegenerative Diseases, Bonn, Germany

    Martin Reuter

  • Ludwig Maximilian University of Munich, Munich, Germany

    Christian Wachinger

  • École de Technologie Supérieure, Montreal, Canada

    Hervé Lombaert

  • Kitware Inc., Carrboro, USA

    Beatriz Paniagua

  • University of Basel, Basel, Switzerland

    Marcel Lüthi

  • Massachusetts Institute of Technology, Cambridge, USA

    Bernhard Egger

Bibliographic Information

  • Book Title: Shape in Medical Imaging

  • Book Subtitle: International Workshop, ShapeMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings

  • Editors: Martin Reuter, Christian Wachinger, Hervé Lombaert, Beatriz Paniagua, Marcel Lüthi, Bernhard Egger

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-04747-4

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2018

  • Softcover ISBN: 978-3-030-04746-7Published: 23 November 2018

  • eBook ISBN: 978-3-030-04747-4Published: 22 November 2018

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XII, 312

  • Number of Illustrations: 7 b/w illustrations, 140 illustrations in colour

  • Topics: Image Processing and Computer Vision, Health Informatics, Artificial Intelligence, Computer Communication Networks

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