Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy: 4th International Workshop, MBIA 2019, and 7th International Workshop, MFCA 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings

Front Matter ....Pages i-xvii
Front Matter ....Pages 1-1
 Non-rigid Registration of White Matter Tractography Using Coherent Point Drift Algorithm  (Wenjuan Wang, Jin Liu, Tengfei Wang, Zongtao Hu, Li Xia, Hongzhi Wang et al.)....Pages 3-11
 An Edge Enhanced SRGAN for MRI Super Resolution in Slice-Selection Direction  (Jia Liu, Fang Chen, Xianyu Wang, Hongen Liao)....Pages 12-20
 Exploring Functional Connectivity Biomarker in Autism Using Group-Wise Sparse Representation  (Yudan Ren, Shuai Wang)....Pages 21-29
 Classifying Stages of Mild Cognitive Impairment via Augmented Graph Embedding  (Haoteng Tang, Lei Guo, Emily Dennis, Paul M. Thompson, Heng Huang, Olusola Ajilore et al.)....Pages 30-38
 Mapping the Spatio-Temporal Functional Coherence in the Resting Brain  (Ze Wang)....Pages 39-48
 Species-Preserved Structural Connections Revealed by Sparse Tensor CCA  (Zhibin He, Ying Huang, Tianming Liu, Lei Guo, Lei Du, Tuo Zhang)....Pages 49-56
 Identification of Abnormal Cortical 3-Hinge Folding Patterns on Autism Spectral Brains  (Ying Huang, Zhibin He, Tianming Liu, Lei Guo, Tuo Zhang)....Pages 57-65
 Exploring Brain Hemodynamic Response Patterns via Deep Recurrent Autoencoder  (Shijie Zhao, Yan Cui, Yaowu Chen, Xin Zhang, Wei Zhang, Huan Liu et al.)....Pages 66-74
 3D Convolutional Long-Short Term Memory Network for Spatiotemporal Modeling of fMRI Data  (Wei Suo, Xintao Hu, Bowei Yan, Mengyang Sun, Lei Guo, Junwei Han et al.)....Pages 75-83
 Biological Knowledge Guided Deep Neural Network for Brain Genotype-Phenotype Association Study  (Yanfu Zhang, Liang Zhan, Paul M. Thompson, Heng Huang)....Pages 84-92
 Learning Human Cognition via fMRI Analysis Using 3D CNN and Graph Neural Network  (Xiuyan Ni, Tian Gao, Tingting Wu, Jin Fan, Chao Chen)....Pages 93-101
 CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation  (Hongying Liu, Xiongjie Shen, Fanhua Shang, Feihang Ge, Fei Wang)....Pages 102-111
 BrainPainter: A Software for the Visualisation of Brain Structures, Biomarkers and Associated Pathological Processes  (Răzvan V. Marinescu, Arman Eshaghi, Daniel C. Alexander, Polina Golland)....Pages 112-120
 Structural Similarity Based Anatomical and Functional Brain Imaging Fusion  (Nishant Kumar, Nico Hoffmann, Martin Oelschlägel, Edmund Koch, Matthias Kirsch, Stefan Gumhold)....Pages 121-129
 Multimodal Brain Tumor Segmentation Using Encoder-Decoder with Hierarchical Separable Convolution  (Zhongdao Jia, Zhimin Yuan, Jialin Peng)....Pages 130-138
 Prioritizing Amyloid Imaging Biomarkers in Alzheimer’s Disease via Learning to Rank  (Bo Peng, Zhiyun Ren, Xiaohui Yao, Kefei Liu, Andrew J. Saykin, Li Shen et al.)....Pages 139-148
Front Matter ....Pages 149-149
 Diffeomorphic Metric Learning and Template Optimization for Registration-Based Predictive Models  (Ayagoz Mussabayeva, Maxim Pisov, Anvar Kurmukov, Alexey Kroshnin, Yulia Denisova, Li Shen et al.)....Pages 151-161
 3D Mapping of Serial Histology Sections with Anomalies Using a Novel Robust Deformable Registration Algorithm  (Daniel Tward, Xu Li, Bingxing Huo, Brian Lee, Partha Mitra, Michael Miller)....Pages 162-173
 Spatiotemporal Modeling for Image Time Series with Appearance Change: Application to Early Brain Development  (James Fishbaugh, Martin Styner, Karen Grewen, John Gilmore, Guido Gerig)....Pages 174-185
 Surface Foliation Based Brain Morphometry Analysis  (Chengfeng Wen, Na Lei, Ming Ma, Xin Qi, Wen Zhang, Yalin Wang et al.)....Pages 186-195
 Mixture Probabilistic Principal Geodesic Analysis  (Youshan Zhang, Jiarui Xing, Miaomiao Zhang)....Pages 196-208
 A Geodesic Mixed Effects Model in Kendall’s Shape Space  (Esfandiar Nava-Yazdani, Hans-Christian Hege, Christoph von Tycowicz)....Pages 209-218
 An As-Invariant-As-Possible \(\text {GL}^+(3){}\)-Based Statistical Shape Model  (Felix Ambellan, Stefan Zachow, Christoph von Tycowicz)....Pages 219-228
Back Matter ....Pages 229-230