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  • Conference proceedings
  • © 2020

Shape in Medical Imaging

International Workshop, ShapeMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12474)

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

Conference series link(s): ShapeMI: International Workshop on Shape in Medical Imaging

Conference proceedings info: ShapeMI 2020.

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Table of contents (12 papers)

  1. Front Matter

    Pages i-viii
  2. Methods

    1. Front Matter

      Pages 1-1
    2. Uncertainty Reduction in Contour-Based 3D/2D Registration of Bone Surfaces

      • Xolisile O. Thusini, Cornelius J. F. Reyneke, Jonathan Aellen, Andreas Forster, Jean-Rassaire Fouefack, Nicolas H. Nbonsou Tegang et al.
      Pages 18-29
    3. Learning Shape Priors from Pieces

      • Dennis Madsen, Jonathan Aellen, Andreas Morel-Forster, Thomas Vetter, Marcel Lüthi
      Pages 30-43
    4. Bi-invariant Two-Sample Tests in Lie Groups for Shape Analysis

      • Martin Hanik, Hans-Christian Hege, Christoph von Tycowicz
      Pages 44-54
  3. Learning

    1. Front Matter

      Pages 55-55
    2. Uncertain-DeepSSM: From Images to Probabilistic Shape Models

      • Jadie Adams, Riddhish Bhalodia, Shireen Elhabian
      Pages 57-72
    3. D-net: Siamese Based Network for Arbitrarily Oriented Volume Alignment

      • Jian-Qing Zheng, Ngee Han Lim, Bartłomiej W. Papież
      Pages 73-84
    4. A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative

      • Justus Schock, Marcin Kopaczka, Benjamin Agthe, Jie Huang, Paul Kruse, Daniel Truhn et al.
      Pages 85-94
    5. Interpretation of Brain Morphology in Association to Alzheimer’s Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes

      • Emanuel A. Azcona, Pierre Besson, Yunan Wu, Arjun Punjabi, Adam Martersteck, Amil Dravid et al.
      Pages 95-107
  4. Applications

    1. Front Matter

      Pages 109-109
    2. Combined Estimation of Shape and Pose for Statistical Analysis of Articulating Joints

      • Praful Agrawal, Joseph D. Mozingo, Shireen Y. Elhabian, Andrew E. Anderson, Ross T. Whitaker
      Pages 111-121
    3. Learning a Statistical Full Spine Model from Partial Observations

      • Di Meng, Marilyn Keller, Edmond Boyer, Michael Black, Sergi Pujades
      Pages 122-133
    4. Morphology-Based Individual Vertebrae Classification

      • Eslam Mohammed, Di Meng, Sergi Pujades
      Pages 134-144
    5. Patient Specific Classification of Dental Root Canal and Crown Shape

      • Maxime Dumont, Juan Carlos Prieto, Serge Brosset, Lucia Cevidanes, Jonas Bianchi, Antonio Ruellas et al.
      Pages 145-153
  5. Back Matter

    Pages 155-156

Other Volumes

  1. Shape in Medical Imaging

About this book

This book constitutes the proceedings of the International Workshop on Shape in Medical Imaging, ShapeMI 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer Assistend Intervention, MICCAI 2020, in October 2020. The conference was planned to take place in Lima, Peru, but changed to a virtual format due to the COVID-19 pandemic.

The 12 full papers included in this volume were carefully reviewed and selected from 18 submissions. They were organized in topical sections named: methods; learning; and applications.

Editors and Affiliations

  • Harvard Medical School, Boston, USA

    Martin Reuter

  • Klinikum der Universität München, LMU München, München, Germany

    Christian Wachinger

  • Inria Sophia-Antipolis, Valbonne, France

    Hervé Lombaert

  • University of North Carolina at Chapel Hill, Kitware Inc., Carrboro, USA

    Beatriz Paniagua

  • ETH Zurich, Zürich, Switzerland

    Orcun Goksel

  • Istanbul Technical University, Istanbul, Turkey

    Islem Rekik

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access