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ShapeMI@MICCAI 2018: Granada, Spain
- Martin Reuter, Christian Wachinger, Hervé Lombaert, Beatriz Paniagua, Marcel Lüthi, Bernhard Egger:
Shape in Medical Imaging - International Workshop, ShapeMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings. Lecture Notes in Computer Science 11167, Springer 2018, ISBN 978-3-030-04746-7
Shape Applications/Validation/Software
- Alexandre Bône
, Maxime Louis, Benoît Martin, Stanley Durrleman:
Deformetrica 4: An Open-Source Software for Statistical Shape Analysis. 3-13 - Anupama Goparaju, Ibolya Csecs
On the Evaluation and Validation of Off-the-Shelf Statistical Shape Modeling Tools: A Clinical Application. 14-27 - Long Xie, Laura E. M. Wisse, Sandhitsu R. Das, Ranjit Ittyerah, Jiancong Wang, David A. Wolk, Paul A. Yushkevich
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. 28-37 - Wookjin Choi
Interpretable Spiculation Quantification for Lung Cancer Screening. 38-48 - Roman Grothausmann, Christian Mühlfeld, Matthias Ochs, Lars Knudsen
Shape and Facet Analyses of Alveolar Airspaces of the Lung. 49-64 - Jared Vicory, Laura Pascal, Pablo Hernandez, James Fishbaugh, Juan-Carlos Prieto, Mahmoud Mostapha, Chao Huang
SlicerSALT: Shape AnaLysis Toolbox. 65-72 - Lina Gundelwein
3D Shape Analysis for Coarctation of the Aorta. 73-77 - Miroslav Králík
Morphometric Sex Estimation from the Hip Bone by Means of the HIP 1.1 Software. 78-89
Shape Methods
- Haobo Yu, Yui Nakagawa, Harvey Ho, Atsushi Saito, Akinobu Shimizu:
Deformable Cubic Hermite Mesh Templates for Statistical Liver Shape Analysis. 93-101 - Jean Feydy, Alain Trouvé:
Global Divergences Between Measures: From Hausdorff Distance to Optimal Transport. 102-115 - Shuman Jia, Nicolas Duchateau, Pamela Moceri, Maxime Sermesant, Xavier Pennec
Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension. 116-124 - Sungmin Hong, James Fishbaugh, Guido Gerig
4D Continuous Medial Representation Trajectory Estimation for Longitudinal Shape Analysis. 125-136 - Andreas Morel-Forster, Thomas Gerig, Marcel Lüthi, Thomas Vetter:
Probabilistic Fitting of Active Shape Models. 137-146 - Marion Morand, Olivier Comas, Gérard Subsol, Christophe Fiorio:
Automatic Extraction of a Piecewise Symmetry Surface of a 3D Mesh: Application to Scoliosis. 147-159 - Ayagoz Mussabayeva, Alexey Kroshnin
Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms. 160-168 - Zhe Min, Jiaole Wang, Max Q.-H. Meng:
Joint Registration of Multiple Generalized Point Sets. 169-177 - Jinming Duan
OCT Segmentation: Integrating Open Parametric Contour Model of the Retinal Layers and Shape Constraint to the Mumford-Shah Functional. 178-188 - Elham Taghizadeh, Alexandre Terrier
Segmenting Bones Using Statistical Shape Modeling and Local Template Matching. 189-194 - Lindsey Kitchell, Daniel Bullock
Shape Analysis of White Matter Tracts via the Laplace-Beltrami Spectrum. 195-206 - Ondrej Klíma, Roman Madeja
Virtual 2D-3D Fracture Reduction with Bone Length Recovery Using Statistical Shape Models. 207-219
Shape Classification and Deep Learning
- Benjamín Gutiérrez-Becker, Sergios Gatidis
Deep Shape Analysis on Abdominal Organs for Diabetes Prediction. 223-231 - Kristen M. Campbell
Nonparametric Aggregation of Geodesic Trends for Longitudinal Data Analysis. 232-243 - Riddhish Bhalodia, Shireen Y. Elhabian
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images. 244-257 - Jinming Duan
Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images. 258-267 - Dmitry Petrov, Boris A. Gutman, Egor Kuznetsov, Christopher R. K. Ching, Kathryn I. Alpert, Artemis Zavaliangos-Petropulu, Dmitry Isaev
Deep Learning for Quality Control of Subcortical Brain 3D Shape Models. 268-276 - Hayato Itoh, Atsushi Imiya:
Discrimination of Volumetric Shapes Using Orthogonal Tensor Decomposition. 277-290 - Eliza Orasanu, Tom Brosch, Carri Glide-Hurst, Steffen Renisch:
Organ-At-Risk Segmentation in Brain MRI Using Model-Based Segmentation: Benefits of Deep Learning-Based Boundary Detectors. 291-299 - Katarína Tóthová
Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors. 300-310
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