Conferences Papers
–== Segmentation | Registration | Atlas | Surface Mapping | fMRI | DTI | Early Development ==–
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- “Automatic Segmentation of Hippocampus for Longitudinal Infant Brain MR Image Sequence by Spatial-Temporal Hypergraph Learning”, MICCAI Workshop on Patch-based Techniques in Medical Imaging (Patch-MI 2016), Athens, Greece, Oct. 17, 2016. [Yanrong Guo, Pei Dong, Shijie Hao, Li Wang, Guorong Wu, Dinggang Shen]
- “Fully Convolutional Networks for Multi-modality Isointense Infant Brain Image Segmentation”, IEEE International Symposium on Biomedical Imaging (ISBI), Czech, Apr. 13-16, 2016. [Dong Nie, Li Wang, Yaozong Gao, Dinggang Shen]
- “Multi-Atlas and Multi-Modal Hippocampus Segmentation for Infant MR Brain Images by Propagating Anatomical Labels on Hypergraph”, MICCAI Workshop on Patch-based Techniques in Medical Imaging (Patch-MI), Munich, Germany, Oct. 9, 2015. [Pei Dong, Yangrong Guo, Dinggang Shen, Guorong Wu]
- “Hippocampus Segmentation from Infant Brains via Boundary Regression”, MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2015), Munich, Germany, Oct. 9, 2015. [Yeqin Shao, Yanrong Guo, Yaozong Gao, Xin Yang, Dinggang Shen]
- “Segmentation of Infant Hippocampus Using Common Feature Representations Learned for Multimodal Longitudinal Data”, MICCAI 2015, Munich, Germany, Oct. 5–9, 2015. [Yanrong Guo, Guorong Wu, Pew-Thian Yap, Valerie Jewells, Weili Lin, Dinggang Shen]
- “Segmenting Hippocampus from Infant Brains by Sparse Patch Matching with Deep-Learned Features”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Yanrong Guo, Guorong Wu, Leah Commander, Stephanie Szary, Valerie Jewells, Weili Lin, Dinggang Shen]
- “LINKS: Learning-based Multi-source IntegratioN frameworK for Segmentation of Infant Brain Images“, MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2014), Boston, USA, Sep. 18, 2014. [Li Wang, Yaozong Gao, Feng Shi, Gang Li, John H. Gilmore, Weili Lin, Dinggang Shen]
- “Joint Segmentation and Registration for Infant Brain images“, MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2014), Boston, USA, Sep. 18, 2014. [Guorong Wu, Li Wang, John Gilmore, Weili Lin, and Dinggang Shen]
- “Online Discriminative Multi-Atlas Learning with Application to Isointense Infant Brain Segmentation“, MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Xuchu Wang, Li Wang, Heung-Il Suk, Dinggang Shen]
- “Multi-Atlas Based Simultaneous Labeling of Longitudinal Dynamic Cortical Surfaces in Infants“, MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Gang Li, Li Wang, Feng Shi, Weili Lin, Dinggang Shen]
- “Integration of Sparse Multi-modality Representation and Geometrical Constraint for Isointense Infant Brain Segmentation“, MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Li Wang, Feng Shi, Gang Li, John H. Gilmore, Weili Lin, Dinggang Shen]
- “Accurate and Consistent 4D Segmentation of Serial Infant Brain MR Images“, Multimodal Brain Image Analysis (MBIA 2011), Toronto, Canada, Sep. 18, 2011. [Li Wang, Feng Shi, Pew Thian Yap, John H Gilmore, Weili Lin, and Dinggang Shen].
- “Spatial-Temporal Constraint for Segmentation of Serial Infant Brain MR Images“, MIAR 2010, Beijing, China, Sep. 19-20, 2010. [Feng Shi, Pew-Thian Yap, John H. Gilmore, Weili Lin, and Dinggang Shen]
- “Patch-driven Neonatal Brain MRI Segmentation with Sparse Representation and Level Sets“, ISBI 2013, San Francisco, California, USA, Apr. 7-11, 2013. [Li Wang, Feng Shi, Gang Li, Weili Lin, John H. Gilmore, Dinggang Shen
- “Automatic Segmentation of Neonatal Images Using Convex Optimization and Coupled Level Set Method“, MIAR 2010, Beijing, China, Sep. 19-20, 2010. [Li Wang, Feng Shi, John H. Gilmore, Weili Lin, Dinggang Shen]
- “Neonatal Brain MRI Segmentation by Building Multi-Region-Multi-Reference Atlases“, ISBI 2010, Rotterdam, The Netherlands, Apr. 14 to 17, 2010. [Feng Shi, Pew-Thian Yap, Yong Fan, John H. Gilmore, Weili Lin, and Dinggang Shen]
- “Cortical Enhanced Tissue Segmentation of Neonatal Brain MR Images Acquired by a Dedicated Phased Array Coil“, MMBIA 2009, Miami Beach, Florida, June 20th, 2009. [Feng Shi, Pew-Thian Yap, Yong Fan, Jie-Zhi Cheng, Lawrence Wald, Guido Gerig, Weili Lin, Dinggang Shen]
- “Brain tissue segmentation of neonatal MR images using a longitudinal subject-specific probabilistic atlas“, SPIE Medical Imaging 2009, Florida, Feb. 2009. [Feng Shi, Yong Fan, Songyuan Tang, John H. Gilmore, Weili Lin, Dinggang Shen]
- “Neonatal Brain MRI Segmentation by Building Multi-Region-Multi-Reference Atlases“, ISBI 2010, Rotterdam, The Netherlands, Apr. 14 to 17, 2010. [Feng Shi, Pew-Thian Yap, Yong Fan, John H. Gilmore, Weili Lin, and Dinggang Shen]
- “Learning Appearance and Shape Evolution for Infant Image Registration in the First Year of Life”, MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2016), Athens, Greece, Oct. 17, 2016. [Lifang Wei, Shunbo Hu, Yaozong Gao, Xiaohuan Cao, Guorong Wu, Dinggang Shen]
- “Topography-based Registration of Developing Cortical Surfaces in Infants Using Multidirectional Varifold Representation”, MICCAI 2015, Munich, Germany, Oct. 5–9, 2015. [Islem Rekik, Gang Li, Weili Lin, Dinggang Shen]
- “Joint Segmentation and Registration for Infant Brain images“, MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2014), Boston, USA, Sep. 18, 2014. [Guorong Wu, Li Wang, John Gilmore, Weili Lin, and Dinggang Shen]
- “Multi-Atlas and Multi-Modal Hippocampus Segmentation for Infant MR Brain Images by Propagating Anatomical Labels on Hypergraph”, MICCAI Workshop on Patch-based Techniques in Medical Imaging (Patch-MI), Munich, Germany, Oct. 9, 2015. [Pei Dong, Yangrong Guo, Dinggang Shen, Guorong Wu]
- “Constructing 4D Infant Cortical Surface Atlases Based on Dynamic Developmental Trajectories of the Cortex”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Gang Li, Li Wang, Feng Shi, Weili Lin, Dinggang Shen]
- “Multi-Atlas Based Simultaneous Labeling of Longitudinal Dynamic Cortical Surfaces in Infants“, MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Gang Li, Li Wang, Feng Shi, Weili Lin, Dinggang Shen]
- “Construction of Neonatal Diffusion Atlases via Spatio-Angular Consistency”, MICCAI Workshop on Patch-based Techniques in Medical Imaging (Patch-MI 2016), Athens, Greece, Oct. 17, 2016. [Behrouz Saghafi, Geng Chen, Feng Shi, Pew-Thian Yap, Dinggang Shen]
- “Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases”, MICCAI 2015, Munich, Germany, Oct. 5–9, 2015. [Yuyao Zhang, Feng Shi, Pew-Thian Yap, Dinggang Shen]
- “Longitudinal Multi-Scale Mapping of Infant Cortical Folding using Spherical Wavelets”, IEEE International Symposium on Biomedical Imaging (ISBI), April 18-21, 2017, Melbourne, Australia. [Dingna Duan, Islem Rekik, Shunren Xia, Weili Lin, John H Gilmore, Dinggang Shen, Gang Li]
- “Learning-based Topological Correction for Infant Cortical Surfaces”, MICCAI 2016, Athens, Greece, Oct. 17–21, 2016. [Shijie Hao, Gang Li, Li Wang, Yu Meng, Dinggang Shen]
- “Identification of Infants at Risk for Autism Using Multi-Parameter Hierarchical White Matter Connectomes”, MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2015), Munich, Germany, Oct. 5, 2015. [Yan Jin, Chong-Yaw Wee, Feng Shi, KimHan Thung, Pew-Thian Yap, Dinggang Shen]
- “Subject-specific Estimation of Missing Cortical Thickness in Dynamic Developing Infant Brains”, MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2015), Munich, Germany, Oct. 9, 2015. [Yu Meng, Gang Li, Yaozhong Gao, John H. Gilmore, Weili Lin, Dinggang Shen]
- “Spatial Distribution and Longitudinal Development of Deep Cortical Sulcal Landmarks in Infants“, 2014 IEEE International Symposium on Biomedical Imaging (ISBI), Beijing, China, Apr. 28 – May 2, 2014. [Yu Meng, Gang Li, Weili Lin, John H. Gilmore, Dinggang Shen]
- “Measuring Longitudinally Dynamic Cortex Development in Infants by Reconstruction of Consistent Cortical Surfaces“, ISBI 2013, San Francisco, California, USA, Apr. 7-11, 2013. [Gang Li, Jingxin Nie, Li Wang, Feng Shi, John H. Gilmore, Weili Lin, Dinggang Shen]
- “A Hybrid Multishape Learning Framework for Longitudinal Prediction of Cortical Surfaces and Fiber Tracts Using Neonatal Data”, MICCAI 2016, Athens, Greece, Oct. 17–21, 2016. [Islem Rekik, Gang Li, Pew-Thian Yap, Geng Chen, Weili Lin, Dinggang Shen]
- “Discovering Cortical Folding Patterns in Neonatal Cortical Surfaces Using Large-scale Dataset”, MICCAI 2016, Athens, Greece, Oct. 17–21, 2016. [Yu Meng, Gang Li, Li Wang, Weili Lin, John Gilmore, Dinggang Shen]
- “Parcellation of Infant Surface Atlas using Developmental Trajectories of Multidimensional Cortical Attributes”, MICCAI 2015, Munich, Germany, Oct. 5–9, 2015. [Gang Li, Li Wang, John Gilmore, Weili Lin, Dinggang Shen]
- “Construction of Neonatal Diffusion Atlases via Spatio-Angular Consistency”, MICCAI Workshop on Patch-based Techniques in Medical Imaging (Patch-MI 2016), Athens, Greece, Oct. 17, 2016. [Behrouz Saghafi, Geng Chen, Feng Shi, Pew-Thian Yap, Dinggang Shen]
Early Bbrain Development:
- “Prediction of Infant MRI Appearance and Anatomical Structure Evolution using Sparse Patch-based Metamorphosis Learning Framework”, MICCAI Workshop on Patch-based Techniques in Medical Imaging (Patch-MI), Munich, Germany, Oct. 9, 2015. [Islem Rekik, Gang Li, Guorong Wu, Weili Lin, Dinggang Shen]
- “Subject-specific Estimation of Missing Cortical Thickness in Dynamic Developing Infant Brains”, MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2015), Munich, Germany, Oct. 9, 2015. [Yu Meng, Gang Li, Yaozhong Gao, John H. Gilmore, Weili Lin, Dinggang Shen]
- “Prediction of Longitudinal Development of Infant Cortical Surface Shape Using a 4D Current-based Learning Framework”, IPMI 2015, Scotland, June 28 – July 3, 2015. [Islem Rekik, Gang Li, Weili Lin, Dinggang Shen]
- “Constructing 4D Infant Cortical Surface Atlases Based on Dynamic Developmental Trajectories of the Cortex”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Gang Li, Li Wang, Feng Shi, Weili Lin, Dinggang Shen]
- “Spatial Distribution and Longitudinal Development of Deep Cortical Sulcal Landmarks in Infants“, 2014 IEEE International Symposium on Biomedical Imaging (ISBI), Beijing, China, Apr. 28 – May 2, 2014. [Yu Meng, Gang Li, Weili Lin, John H. Gilmore, Dinggang Shen]