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Conferences Papers

–== Segmentation | Registration | Atlas | Surface Mapping | fMRI | DTI | Early Development ==–

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Segmentation:

  1. “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]
  2. “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]
  3. “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]
  4. “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]
  5. “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]
  6. “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]
  7. “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]
  8. “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]
  9. “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]
  10. “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]
  11. “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]
  12. “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].
  13. “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]
  14. “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
  15. “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]
  16. “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]
  17. “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]
  18. “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]
  19. “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]

Registration:

  1. “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]
  2. “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]
  3. “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]

Infant Atlas:

  1. “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]
  2. “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]
  3. “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]
  4. “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]
  5. “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]

Surface Mapping:

  1. “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]
  2. “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]
  3. “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]
  4. “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]
  5. “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]
  6. “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]
  7. “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]
  8. “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]
  9. “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]

fMRI:

DTI:

  1. “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:

  1. “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]
  2. “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]
  3. “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]
  4. “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]
  5. “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]

 

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