Shen, Dinggang

34 publications

IJCAI 2024 A Prior-Information-Guided Residual Diffusion Model for Multi-Modal PET Synthesis from MRI Zaixin Ou, Caiwen Jiang, Yongsheng Pan, Yuanwang Zhang, Zhiming Cui, Dinggang Shen

NeurIPS 2024 Eye-Gaze Guided Multi-Modal Alignment for Medical Representation Learning Chong Ma, Hanqi Jiang, Wenting Chen, Yiwei Li, Zihao Wu, Xiaowei Yu, Zhengliang Liu, Lei Guo, Dajiang Zhu, Tuo Zhang, Dinggang Shen, Tianming Liu, Xiang Li

AAAI 2024 Mining Gaze for Contrastive Learning Toward Computer-Assisted Diagnosis Zihao Zhao, Sheng Wang, Qian Wang, Dinggang Shen

AAAI 2024 NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images Runqi Meng, Xiao Zhang, Shijie Huang, Yuning Gu, Guiqin Liu, Guangyu Wu, Nizhuan Wang, Kaicong Sun, Dinggang Shen

NeurIPSW 2023 Crafting Good Views of Medical Images for Contrastive Learning via Expert-Level Visual Attention Sheng Wang, Zihao Zhao, Lichi Zhang, Dinggang Shen, Qian Wang

NeurIPS 2022 Forecasting Human Trajectory from Scene History Mancheng Meng, Ziyan Wu, Terrence Chen, Xiran Cai, Xiang Zhou, Fan Yang, Dinggang Shen

CVPR 2021 TSGCNet: Discriminative Geometric Feature Learning with Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation Lingming Zhang, Yue Zhao, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen

AAAI 2020 Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis Bing Cao, Han Zhang, Nannan Wang, Xinbo Gao, Dinggang Shen

AAAI 2020 Non-Local U-Nets for Biomedical Image Segmentation Zhengyang Wang, Na Zou, Dinggang Shen, Shuiwang Ji

IJCAI 2019 Decoding EEG by Visual-Guided Deep Neural Networks Zhicheng Jiao, Haoxuan You, Fan Yang, Xin Li, Han Zhang, Dinggang Shen

AAAI 2019 Difficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation Dong Nie, Li Wang, Lei Xiang, Sihang Zhou, Ehsan Adeli, Dinggang Shen

ECCV 2018 Contour Knowledge Transfer for Salient Object Detection Xin Li, Fan Yang, Hong Cheng, Wei Liu, Dinggang Shen

AAAI 2018 Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis Changqing Zhang, Ehsan Adeli, Tao Zhou, Xiaobo Chen, Dinggang Shen

AAAI 2017 Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen

IJCAI 2017 Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model Jie Xu, Cheng Deng, Xinbo Gao, Dinggang Shen, Heng Huang

NeurIPS 2017 Regularized Modal Regression with Applications in Cognitive Impairment Prediction Xiaoqian Wang, Hong Chen, Weidong Cai, Dinggang Shen, Heng Huang

NeurIPS 2015 Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis Ehsan Adeli-Mosabbeb, Kim-Han Thung, Le An, Feng Shi, Dinggang Shen

CVPR 2014 Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis Yinghuan Shi, Heung-Il Suk, Yang Gao, Dinggang Shen

CVPR 2014 Learning-Based Atlas Selection for Multiple-Atlas Segmentation Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen

CVPR 2014 Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis Xiaofeng Zhu, Heung-Il Suk, Dinggang Shen

CVPR 2013 Discriminative Brain Effective Connectivity Analysis for Alzheimer's Disease: A Kernel Learning Approach upon Sparse Gaussian Bayesian Network Luping Zhou, Lei Wang, Lingqiao Liu, Philip Ogunbona, Dinggang Shen

CVPR 2013 Groupwise Registration via Graph Shrinkage on the Image Manifold Shihui Ying, Guorong Wu, Qian Wang, Dinggang Shen

CVPR 2013 Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen

CVPR 2012 Reconstruction of Super-Resolution Lung 4D-CT Using Patch-Based Sparse Representation Yu Zhang, Guorong Wu, Pew-Thian Yap, Qianjin Feng, Jun Lian, Wufan Chen, Dinggang Shen

CVPR 2011 Hierarchical Anatomical Brain Networks for MCI Prediction by Partial Least Square Analysis Luping Zhou, Yaping Wang, Yang Li, Pew-Thian Yap, Dinggang Shen

CVPR 2010 ABSORB: Atlas Building by Self-Organized Registration and Bundling Hongjun Jia, Guorong Wu, Qian Wang, Dinggang Shen

CVPRW 2009 Cortical Enhanced Tissue Segmentation of Neonatal Brain MR Images Acquired by a Dedicated Phased Array Coil Feng Shi, Pew-Thian Yap, Yong Fan, Jie-Zhi Cheng, Lawrence L. Wald, Guido Gerig, Weili Lin, Dinggang Shen

CVPRW 2009 Non-Rigid Registration Between Histological and MR Images of the Prostate: A Joint Segmentation and Registration Framework Yangming Ou, Dinggang Shen, Michael D. Feldman, John Tomaszewski, Christos Davatzikos

CVPRW 2009 Regularization of Diffusion Tensor Field Using Coupled Robust Anisotropic Diffusion Filters Songyuan Tang, Yong Fan, Hongtu Zhu, Pew-Thian Yap, Wei Gao, Weili Lin, Dinggang Shen

CVPRW 2009 TIMER: Tensor Image Morphing for Elastic Registration Pew-Thian Yap, Guorong Wu, Hongtu Zhu, Weili Lin, Dinggang Shen

CVPRW 2008 Learning-Based Deformation Estimation for Fast Non-Rigid Registration Min-Jeong Kim, Myoung-Hee Kim, Dinggang Shen

ICCV 2007 Lung Nodule Growth Analysis from 3D CT Data with a Coupled Segmentation and Registration Framework Yuanjie Zheng, Karl V. Steiner, Thomas L. Bauer, Jingyi Yu, Dinggang Shen, Chandra Kambhamettu

CVPRW 2006 Detecting Cognitive States from fMRI Images by Machine Learning and Multivariate Classification Yong Fan, Dinggang Shen, Christos Davatzikos

CVPRW 2006 Statistically-Constrained High-Dimensional Warping Using Wavelet-Based Priors Zhong Xue, Dinggang Shen, Christos Davatzikos