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ORCIDMCV@MICCAI 2015: Munich, Germany
- Bjoern H. Menze
, Georg Langs, Albert Montillo, B. Michael Kelm, Henning Müller, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas:
Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9601, Springer 2016, ISBN 978-3-319-42015-8
Workshop Overview
- Henning Müller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Weidong Cai, Dimitris N. Metaxas:
Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015). 3-9
Predicting Disease
- Madelaine Daianu, Greg Ver Steeg, Adam Mezher, Neda Jahanshad, Talia M. Nir, Xiaoran Yan, Gautam Prasad, Kristina Lerman, Aram Galstyan, Paul M. Thompson:
Information-Theoretic Clustering of Neuroimaging Metrics Related to Cognitive Decline in the Elderly. 13-23 - Mingxia Liu, Daoqiang Zhang, Ehsan Adeli-Mosabbeb, Dinggang Shen:
Relationship Induced Multi-atlas Learning for Alzheimer's Disease Diagnosis. 24-33
Atlas Exploitation and Avoidance
- Vasileios Zografos, Alexander Valentinitsch, Markus Rempfler, Federico Tombari, Bjoern H. Menze:
Hierarchical Multi-Organ Segmentation Without Registration in 3D Abdominal CT Images. 37-46 - Kenichi Karasawa, Takayuki Kitasaka, Masahiro Oda, Yukitaka Nimura, Yuichiro Hayashi, Michitaka Fujiwara, Kazunari Misawa, Daniel Rueckert, Kensaku Mori:
Structure Specific Atlas Generation and Its Application to Pancreas Segmentation from Contrasted Abdominal CT Volumes. 47-56
Machine Learning Based Analyses
- Pavel Dvorák, Bjoern H. Menze:
Local Structure Prediction with Convolutional Neural Networks for Multimodal Brain Tumor Segmentation. 59-71 - Li Wang, Yaozong Gao, Feng Shi, Gang Li, Ken-Chung Chen, Zhen Tang, James J. Xia, Dinggang Shen:
Automated Segmentation of CBCT Image with Prior-Guided Sequential Random Forest. 72-82 - Yu Meng, Gang Li, Yaozong Gao, John H. Gilmore, Weili Lin, Dinggang Shen:
Subject-Specific Estimation of Missing Cortical Thickness Maps in Developing Infant Brains. 83-92
Advanced Methods for Image Analysis
- Yang Yu, Zhennan Yan, Li Feng, Dimitris N. Metaxas, Leon Axel:
Calibrationless Parallel Dynamic MRI with Joint Temporal Sparsity. 95-102 - Markus Krenn, Matthias Dorfer, Oscar Alfonso Jiménez del Toro, Henning Müller, Bjoern H. Menze, Marc-André Weber, Allan Hanbury, Georg Langs:
Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations. 103-115 - Tsutomu Inoue, Yoshiro Kitamura, Yuanzhong Li, Wataru Ito, Hiroshi Ishikawa:
Psoas Major Muscle Segmentation Using Higher-Order Shape Prior. 116-124
Poster Session
- Ehsan Adeli-Mosabbeb, Chong-Yaw Wee, Le An, Feng Shi, Dinggang Shen:
Joint Feature-Sample Selection and Robust Classification for Parkinson's Disease Diagnosis. 127-136 - Pei Zhang, Guorong Wu, Yaozong Gao, Pew-Thian Yap, Dinggang Shen:
Dynamic Tree-Based Large-Deformation Image Registration for Multi-atlas Segmentation. 137-145 - Yeqin Shao, Yanrong Guo, Yaozong Gao, Xin Yang, Dinggang Shen:
Hippocampus Segmentation from MR Infant Brain Images via Boundary Regression. 146-154 - Nina Miolane, Xavier Pennec:
A Survey of Mathematical Structures for Extending 2D Neurogeometry to 3D Image Processing. 155-167 - Ruogu Fang, Ming Ni, Junzhou Huang, Qianmu Li, Tao Li:
Efficient 4D Non-local Tensor Total-Variation for Low-Dose CT Perfusion Deconvolution. 168-179
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