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ORCIDShapeMI@MICCAI 2020: Lima, Peru
- Martin Reuter
, Christian Wachinger, Hervé Lombaert, Beatriz Paniagua, Orcun Goksel, Islem Rekik:
Shape in Medical Imaging - International Workshop, ShapeMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings. Lecture Notes in Computer Science 12474, Springer 2020, ISBN 978-3-030-61055-5
Methods
- Jacob J. Peoples, Randy E. Ellis:
Composition of Transformations in the Registration of Sets of Points or Oriented Points. 3-17 - Xolisile O. Thusini, Cornelius J. F. Reyneke, Jonathan Aellen, Andreas Forster, Jean-Rassaire Fouefack, Nicolas H. Nbonsou Tegang, Thomas Vetter, Tania S. Douglas, Tinashe E. M. Mutsvangwa:
Uncertainty Reduction in Contour-Based 3D/2D Registration of Bone Surfaces. 18-29 - Dennis Madsen, Jonathan Aellen, Andreas Morel-Forster, Thomas Vetter, Marcel Lüthi:
Learning Shape Priors from Pieces. 30-43 - Martin Hanik, Hans-Christian Hege, Christoph von Tycowicz:
Bi-invariant Two-Sample Tests in Lie Groups for Shape Analysis - Data from the Alzheimer's Disease Neuroimaging Initiative. 44-54
Learning
- Jadie Adams, Riddhish Bhalodia, Shireen Y. Elhabian:
Uncertain-DeepSSM: From Images to Probabilistic Shape Models. 57-72 - Jian-Qing Zheng, Ngee Han Lim, Bartlomiej W. Papiez:
D-net: Siamese Based Network for Arbitrarily Oriented Volume Alignment. 73-84 - Justus Schock, Marcin Kopaczka, Benjamin Agthe, Jie Huang, Paul Kruse, Daniel Truhn, Stefan Conrad, Gerald Antoch, Christiane Kuhl, Sven Nebelung, Dorit Merhof:
A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative. 85-94 - Emanuel A. Azcona, Pierre Besson, Yunan Wu, Arjun Punjabi, Adam Martersteck, Amil Dravid, Todd B. Parrish, S. Kathleen Bandt, Aggelos K. Katsaggelos:
Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes. 95-107
Applications
- Praful Agrawal, Joseph D. Mozingo, Shireen Y. Elhabian, Andrew E. Anderson, Ross T. Whitaker:
Combined Estimation of Shape and Pose for Statistical Analysis of Articulating Joints. 111-121 - Di Meng, Marilyn Keller, Edmond Boyer, Michael Black, Sergi Pujades:
Learning a Statistical Full Spine Model from Partial Observations. 122-133 - Eslam Mohammed, Di Meng, Sergi Pujades:
Morphology-Based Individual Vertebrae Classification. 134-144 - Maxime Dumont, Juan-Carlos Prieto, Serge Brosset, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Juan Fernando Aristizabal, Diego Rey, Maria Antonia Alvarez, Kayvan Najarian, Jonathan Gryak, Martin Styner, Jean-Christophe Fillion-Robin, Beatriz Paniagua, Reza Soroushmehr:
Patient Specific Classification of Dental Root Canal and Crown Shape. 145-153
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