IDEA lab has 20 full-length papers accepted by MICCAI 2018. Congratulations.

  1. “Dual-Domain Cascaded Regression for Synthesizing 7T from 3T MRI”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Yongqin Zhang, Jie-Zhi Cheng, Lei Xiang, Pew-Thian Yap, Dinggang Shen]
  2. “Multi-layer large-scale functional connectome reveals infant brain developmental patterns”,  MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Han Zhang, Natalie Stanley, Peter J. Mucha, Weiyan Yin, Weili Lin, Dinggang Shen]
  3. “Fine-Grained Segmentation Using Hierarchical Dilated Neural Networks”,  MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Sihang Zhou, Dong Nie, Ehsan Adeli, Yaozong Gao,  Li Wang, Jianping Yin, Dinggang Shen]
  4. “Efficient Groupwise Registration for MR Brain Images via Hierarchical Graph Set Shrinkage”,  MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Pei Dong, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen]
  5. “Do Baby Brain Cortices that Look Alike at Birth Grow Alike During The First Year of Postnatal Development?”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Islem Rekik, Gang Li, Weili Lin, Dinggang Shen]
  6. “Low-Rank Representation for Multi-Center Autism Spectrum Disorder Identification”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Mingliang Wang, Daoqiang Zhang*, Jiashuang Huang, Dinggang Shen*, and Mingxia Liu*] * Co-corresponding authors.
  7. “Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning based Registration”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Jingfan Fan, Xiaohuan Cao, Zhong Xue, Pew-Thian Yap, Dinggang Shen]
  8. “Volume-based Analysis of 6-month-old Infant Brain MRI for Autism Biomarker Identification and Early Diagnosis”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Li Wang*, Gang Li, Feng Shi, Xiaohuan Cao, Chunfeng Lian, Dong Nie, Mingxia Liu, Han Zhang, Guannan Li,  Weili Lin, Dinggang Shen*] * Co-corresponding authors.
  9. “Registration-Free Infant Cortical Surface Parcellation using Deep Convolutional Neural Networks”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Zhengwang Wu, Gang Li, Li Wang, Feng Shi, Weili Lin, John H. Gilmore, Dinggang Shen]
  10. “A Novel Deep Learning Framework on Brain Functional Networks for Early MCI Diagnosis”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Tae-Eui Kam, Han Zhang, Dinggang Shen]
  11. “Craniomaxillofacial Bony Structures Segmentation from MRI with Deep-Supervision Adversarial Learning”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Miaoyun Zhao, Li Wang, Jiawei Chen, Dong Nie, Yulai Cong, Sahar Ahmad, Angela Ho, Peng Yuan, Steve H. Fung, Hannah H. Deng, James Xia, Dinggang Shen]
  12. “A Multi-Tissue Global Estimation Framework for Asymmetric Fiber Orientation Distributions,” MICCAI 2018, Granada, Spain, Sep. 16- 20, 2018. [Ye Wu, Yuanjing Feng, Dinggang Shen, Pew-Thian Yap]
  13. “Global Geodesic Tractography (GGT) for Mitigating Gyral Bias in Cortical Tractography,” MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Ye Wu, Yuanjing Feng, Dinggang Shen, Pew-Thian Yap]
  14. “Synthesizing Missing PET from MRI with Cycle-consistent Generative Adversarial  Networks for Alzheimer's Disease Diagnosis”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Yongsheng Pan, Mingxia Liu, Chunfeng Lian, Tao Zhou, Yong Xia*, Dinggang Shen*] * Co-corresponding authors.
  15. “Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Oualid Benkarim, Gerard Sanroma, Gemma Piella, Miguel Angel González Ballester, Nadine Hahner, Elisenda Eixarch, Islem Rekik, Dinggang Shen, Gang Li]
  16. “ASDNet: Attention based Semi-supervised Deep Networks for Medical Image Segmentation”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Dong Nie, Yaozong Gao, Li Wang, Dinggang Shen]
  17. “Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis,” MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Weizheng Yan, Han Zhang, Jing Sui, Dinggang Shen]
  18. "Locality Adaptive Multi-modality GANs for High-quality PET Image Synthesis", MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Yan Wang, Luping Zhou*, Lei Wang, Biting Yu, Chen Zu, David S. Lalush, Weili Lin, Xi Wu, Jiliu Zhou, Dinggang Shen]
  19. “Temporal Correlation Structure Learning for MCI Conversion Prediction”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Xiaoqian Wang, Dinggang Shen, Heng Huang]
  20. “Ultra-fast T2-weighted MR Reconstruction using Complementary T1-weighted Information”, MICCAI 2018, Granada, Spain, Sep. 16-20, 2018. [Lei Xiang, Yong Chen, Chang Weitang, Yiqiang Zhan, Weili Lin, Qian Wang, Dinggang Shen]