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ORCIDGRAIL/MFCA/MICGen@MICCAI 2017: Quebec City, QC, Canada
- M. Jorge Cardoso, Tal Arbel, Enzo Ferrante, Xavier Pennec
, Adrian V. Dalca, Sarah Parisot, Sarang C. Joshi, Nematollah Kayhan Batmanghelich, Aristeidis Sotiras, Mads Nielsen, Mert R. Sabuncu, Tom Fletcher, Li Shen, Stanley Durrleman, Stefan Sommer:
Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics - First International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10-14, 2017, Proceedings. Lecture Notes in Computer Science 10551, Springer 2017, ISBN 978-3-319-67674-6
First International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2017
- Anvar Kurmukov, Marina Ananyeva, Yulia Dodonova, Boris Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson, Leonid Zhukov:
Classifying Phenotypes Based on the Community Structure of Human Brain Networks. 3-11 - Carrie Morris, Islem Rekik:
Autism Spectrum Disorder Diagnosis Using Sparse Graph Embedding of Morphological Brain Networks. 12-20 - Amanmeet Garg, Donghuan Lu, Karteek Popuri, Mirza Faisal Beg:
Topology of Surface Displacement Shape Feature in Subcortical Structures. 21-30 - Jeremy Kawahara, Kathleen P. Moriarty, Ghassan Hamarneh:
Graph Geodesics to Find Progressively Similar Skin Lesion Images. 31-41 - Markus Rempfler, Bjoern Andres, Bjoern H. Menze:
Uncertainty Estimation in Vascular Networks. 42-52 - Raghavendra Selvan, Jens Petersen, Jesper Holst Pedersen, Marleen de Bruijne:
Extraction of Airways with Probabilistic State-Space Models and Bayesian Smoothing. 53-63 - Alexander Oliver Mader, Cristian Lorenz, Martin Bergtholdt, Jens von Berg, Hauke Schramm, Jan Modersitzki, Carsten Meyer:
Detection and Localization of Landmarks in the Lower Extremities Using an Automatically Learned Conditional Random Field. 64-75
6th International Workshop on Mathematical Foundations of Computational Anatomy, MFCA 2017
- Stefan Sommer, Alexis Arnaudon, Line Kühnel, Sarang C. Joshi:
Bridge Simulation and Metric Estimation on Landmark Manifolds. 79-91 - Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers:
White Matter Fiber Segmentation Using Functional Varifolds. 92-100 - Alexandre Bône, Maxime Louis, Alexandre Routier, Jorge Samper-González, Michael Bacci, Benjamin Charlier, Olivier Colliot, Stanley Durrleman:
Prediction of the Progression of Subcortical Brain Structures in Alzheimer's Disease from Baseline. 101-113 - Baptiste Moreau, Benjamin Gilles, Erwan Jolivet, Philippe Petit, Gérard Subsol:
A New Metric for Statistical Analysis of Rigid Transformations: Application to the Rib Cage. 114-124 - Daniel Tward, Michael I. Miller:
Unbiased Diffeomorphic Mapping of Longitudinal Data with Simultaneous Subject Specific Template Estimation. 125-136 - Daniel Robinson, Adam Duncan, Anuj Srivastava, Eric Klassen:
Exact Function Alignment Under Elastic Riemannian Metric. 137-151 - Martin Bauer, Martins Bruveris, Nicolas Charon, Jakob Møller-Andersen:
Varifold-Based Matching of Curves via Sobolev-Type Riemannian Metrics. 152-163 - Line Kühnel, Stefan Sommer:
Computational Anatomy in Theano. 164-176 - Markus Foote, Pouya Sabouri, Amit Sawant, Sarang C. Joshi:
Rank Constrained Diffeomorphic Density Motion Estimation for Respiratory Correlated Computed Tomography. 177-185 - Kristen M. Campbell, P. Thomas Fletcher:
Efficient Parallel Transport in the Group of Diffeomorphisms via Reduction to the Lie Algebra. 186-198
Third International Workshop on Imaging Genetics, MICGen 2017
- Esther Alberts, Giles Tetteh, Stefano Trebeschi, Marie Bieth, Alexander Valentinitsch, Benedikt Wiestler, Claus Zimmer, Bjoern H. Menze:
Multi-modal Image Classification Using Low-Dimensional Texture Features for Genomic Brain Tumor Recognition. 201-209 - Yuming Huang, Lei Du, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Lei Guo, Andrew J. Saykin, Li Shen:
A Fast SCCA Algorithm for Big Data Analysis in Brain Imaging Genetics. 210-219 - Kefei Liu, Xiaohui Yao, Jingwen Yan, Danai Chasioti, Shannon L. Risacher, Kwangsik Nho, Andrew J. Saykin, Li Shen:
Transcriptome-Guided Imaging Genetic Analysis via a Novel Sparse CCA Algorithm. 220-229 - Pascal Lu, Olivier Colliot:
Multilevel Modeling with Structured Penalties for Classification from Imaging Genetics Data. 230-240 - Pascal Zille, Yu-Ping Wang:
Coupled Dimensionality-Reduction Model for Imaging Genomics. 241-248
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