Table of Contents

• Sparsity-Learning-Based Longitudinal MR Image Registration for Early Brain DevelopmentQian Wang, Guorong Wu, Li Wang 0026, Pengfei Shi, Weili Lin, Dinggang Shen. 1-8 [doi]
• Graph-Based Label Propagation in Fetal Brain MR ImagesLisa M. Koch, Robert Wright, Deniz Vatansever, Vanessa Kyriakopoulou, Christina Malamateniou, Prachi A. Patkee, Mary A. Rutherford, Joseph V. Hajnal, Paul Aljabar, Daniel Rueckert. 9-16 [doi]
• Deep Learning Based Automatic Immune Cell Detection for Immunohistochemistry ImagesTing Chen, Christophe Chefd'Hotel. 17-24 [doi]
• Stacked Multiscale Feature Learning for Domain Independent Medical Image SegmentationRyan Kiros, Karteek Popuri, Dana Cobzas, Martin Jägersand. 25-32 [doi]
• Detection of Mammographic Masses by Content-Based Image RetrievalMenglin Jiang, Shaoting Zhang, Dimitris N. Metaxas. 33-41 [doi]
• Inferring Sources of Dementia Progression with Network Diffusion ModelChenhui Hu, Xue Hua, Paul M. Thompson, Georges El Fakhri, Quanzheng Li. 42-49 [doi]
• 3D Intervertebral Disc Localization and Segmentation from MR Images by Data-Driven Regression and ClassificationCheng Chen, D. Belavy, Guoyan Zheng. 50-58 [doi]
• Exploring Compact Representation of SICE Matrices for Functional Brain Network ClassificationJianjia Zhang, Luping Zhou, Lei Wang, Wanqing Li. 59-67 [doi]
• Deep Learning for Cerebellar Ataxia Classification and Functional Score RegressionZhen Yang, Shenghua Zhong, Aaron Carass, Sarah H. Ying, Jerry L. Prince. 68-76 [doi]
• Manifold Alignment and Transfer Learning for Classification of Alzheimer's DiseaseRicardo Guerrero, Christian Ledig, Daniel Rueckert. 77-84 [doi]
• Gleason Grading of Prostate Tumours with Max-Margin Conditional Random FieldsJoseph G. Jacobs, Eleftheria Panagiotaki, Daniel C. Alexander. 85-92 [doi]
• Learning Distance Transform for Boundary Detection and Deformable Segmentation in CT Prostate ImagesYaozong Gao, Li Wang 0026, Yeqin Shao, Dinggang Shen. 93-100 [doi]
• Geodesic Geometric Mean of Regional Covariance Descriptors as an Image-Level Descriptor for Nuclear Atypia Grading in Breast Histology ImagesAdnan Mujahid Khan, Korsuk Sirinukunwattana, Nasir Rajpoot. 101-108 [doi]
• A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and MaturationMohammad Yaqub, Anil Kopuri, Sylvia Rueda, Peter B. Sullivan, Kenneth McCormick, J. Alison Noble. 109-116 [doi]
• Deep Learning of Image Features from Unlabeled Data for Multiple Sclerosis Lesion SegmentationYoungjin Yoo, Tom Brosch, Anthony Traboulsee, David K. B. Li, Roger C. Tam. 117-124 [doi]
• Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge TransferHao Chen, Dong Ni, Xin Yang, Shengli Li, Pheng-Ann Heng. 125-132 [doi]
• Searching for Structures of Interest in an Ultrasound Video SequenceMohammad Ali Maraci, Raffaele Napolitano, Aris Papageorghiou, J. Alison Noble. 133-140 [doi]
• Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer's DiseaseMawulawoé Komlagan, Vinh-Thong Ta, Xingyu Pan, Jean-Philippe Domenger, D. Louis Collins, Pierrick Coupé. 141-148 [doi]
• Automatic Bone and Marrow Extraction from Dual Energy CT through SVM Margin-Based Multi-Material Decomposition Model SelectionHarini Veeraraghavan, Duc Fehr, Ross Schmidtlein, Sinchun Hwang, Joseph O. Deasy. 149-156 [doi]
• Sparse Discriminative Feature Selection for Multi-class Alzheimer's Disease ClassificationXiaofeng Zhu, Heung-Il Suk, Dinggang Shen. 157-164 [doi]
• Context-Aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT ImagesYaozong Gao, Dinggang Shen. 165-173 [doi]
• Optimal MAP Parameters Estimation in STAPLE - Learning from Performance Parameters versus Image Similarity InformationSai Subrahmanyam Gorthi, Alireza Akhondi Asl, Jean-Philippe Thiran, Simon K. Warfield. 174-181 [doi]
• Colon Biopsy Classification Using Crypt ArchitectureAssaf Cohen, Ehud Rivlin, Ilan Shimshoni, Edmond Sabo. 182-189 [doi]
• Network-Guided Group Feature Selection for Classification of Autism Spectrum DisorderVeronika Cheplygina, David M. J. Tax, Marco Loog, Aasa Feragen. 190-197 [doi]
• Deformation Field Correction for Spatial Normalization of PET Images Using a Population-Derived Partial Least Squares ModelMurat Bilgel, Aaron Carass, Susan M. Resnick, Dean F. Wong, Jerry L. Prince. 198-206 [doi]
• Novel Multi-Atlas Segmentation by Matrix CompletionGerard Sanroma, Guorong Wu, Kim Thung, Yanrong Guo, Dinggang Shen. 207-214 [doi]
• Structured Random Forests for Myocardium Delineation in 3D EchocardiographyJoão S. Domingos, Richard V. Stebbing, Paul Leeson, J. Alison Noble. 215-222 [doi]
• Improved Reproducibility of Neuroanatomical Definitions through Diffeomorphometry and Complexity ReductionDaniel Jacob Tward, Jorge Jovicich, Andrea Soricelli, Giovanni B. Frisoni, Alain Trouvé, Laurent Younes, Michael I. Miller. 223-230 [doi]
• Topological Descriptors of Histology ImagesNikhil Singh, Heather D. Couture, J. S. Marron, Charles M. Perou, Marc Niethammer. 231-239 [doi]
• Robust Deep Learning for Improved Classification of AD/MCI PatientsFeng Li, Loc Tran, Kim-Han Thung, Shuiwang Ji, Dinggang Shen, Jiang Li. 240-247 [doi]
• Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI SegmentationSnehashis Roy, Aaron Carass, Jerry L. Prince, Dzung L. Pham. 248-255 [doi]
• Multi-atlas Segmentation with Learning-Based Label FusionHongzhi Wang, Yu Cao, Tanveer Syeda-Mahmood. 256-263 [doi]
• Interactive Prostate Segmentation Based on Adaptive Feature Selection and Manifold RegularizationSang-Hyun Park, Yaozong Gao, Yinghuan Shi, Dinggang Shen. 264-271 [doi]
• Feature Selection Based on SVM Significance Maps for Classification of DementiaEsther Bron, Marion Smits, John van Swieten, Wiro J. Niessen, Stefan Klein. 272-279 [doi]
• Prediction of Standard-Dose PET Image by Low-Dose PET and MRI ImagesJiayin Kang, Yaozong Gao, Yao Wu, Guangkai Ma, Feng Shi, Weili Lin, Dinggang Shen. 280-288 [doi]
• Solutions for Missing Parameters in Computer-Aided Diagnosis with Multiparametric Imaging DataHussam Al-Deen Ashab, Piotr Kozlowski, Larry Goldenberg, Mehdi Moradi. 289-296 [doi]
• Online Discriminative Multi-atlas Learning for Isointense Infant Brain SegmentationXuchu Wang, Li Wang 0026, Heung-Il Suk, Dinggang Shen. 297-305 [doi]
• Persistent Reeb Graph Matching for Fast Brain SearchYonggang Shi, Junning Li, Arthur W. Toga. 306-313 [doi]
• In Vivo MRI Based Prostate Cancer Identification with Random Forests and Auto-context ModelChunjun Qian, Li Wang 0026, Ambereen Yousuf, Aytekin Oto, Dinggang Shen. 314-322 [doi]
• Learning of Atlas Forest Hierarchy for Automatic Labeling of MR Brain ImagesLichi Zhang, Qian Wang, Yaozong Gao, Guorong Wu, Dinggang Shen. 323-330 [doi]