Deep Embedding Convolutional Neural Network for Synthesizing CT Image from T1-Weighted MR Image. - Lei Xiang 001; Qian Wang 001; Dong Nie; Yu Qiao 001; Dinggang Shen (CoRR, 2017)

Deep auto-context convolutional neural networks for standard-dose PET image estimation from low-dose PET/MRI. - Lei Xiang 001; Yu Qiao 001; Dong Nie; Le An; Weili Lin; Qian Wang 001; Dinggang Shen (Neurocomputing, 2017)

Brain atlas fusion from high-thickness diagnostic magnetic resonance images by learning-based super-resolution. - Jinpeng Zhang; Lichi Zhang; Lei Xiang 001; Yeqin Shao; Guorong Wu 001; Xiaodong Zhou; Dinggang Shen; Qian Wang 001 (Pattern Recognit., 2017)

Ultra-Fast T2-Weighted MR Reconstruction Using Complementary T1-Weighted Information. - Lei Xiang 001; Yong Chen 026; Weitang Chang; Yiqiang Zhan; Weili Lin; Qian Wang 001; Dinggang Shen (MICCAI (1), 2018)

Unpaired Deep Cross-Modality Synthesis with Fast Training. - Lei Xiang 001; Yang Li 010; Weili Lin; Qian Wang 001; Dinggang Shen (DLMIA/ML-CDS@MICCAI, 2018)

Dual-Domain Cascaded Regression for Synthesizing 7T from 3T MRI. - Yongqin Zhang; Jie-Zhi Cheng; Lei Xiang 001; Pew-Thian Yap; Dinggang Shen (MICCAI (1), 2018)

Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image. - Lei Xiang 001; Qian Wang 001; Dong Nie; Lichi Zhang; Xiyao Jin; Yu Qiao 001; Dinggang Shen (Medical Image Anal., 2018)

Difficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation. - Dong Nie; Li Wang 026; Lei Xiang 001; Sihang Zhou 001; Ehsan Adeli 001; Dinggang Shen (AAAI, 2019)

Dual Adversarial Learning with Attention Mechanism for Fine-grained Medical Image Synthesis. - Dong Nie; Lei Xiang 001; Qian Wang 001; Dinggang Shen (CoRR, 2019)

Deep-Learning-Based Multi-Modal Fusion for Fast MR Reconstruction. - Lei Xiang 001; Yong Chen 026; Weitang Chang; Yiqiang Zhan; Weili Lin; Qian Wang 001; Dinggang Shen (IEEE Trans. Biomed. Eng., 2019)

Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment From Hand Radiograph. - Xuhua Ren; Tingting Li; Xiujun Yang; Shuai Wang 003; Sahar Ahmad; Lei Xiang 001; Shaun Richard Stone; Lihong Li; Yiqiang Zhan; Dinggang Shen; Qian Wang 001 (IEEE J. Biomed. Health Informatics, 2019)

Deep Learning for Fast and Spatially Constrained Tissue Quantification From Highly Accelerated Data in Magnetic Resonance Fingerprinting. - Zhenghan Fang; Yong Chen 026; Mingxia Liu 001; Lei Xiang 001; Qian Zhang 066; Qian Wang 001; Weili Lin; Dinggang Shen (IEEE Trans. Medical Imaging, 2019)

Mammographic mass segmentation using multichannel and multiscale fully convolutional networks. - Shengzhou Xu; Ehsan Adeli 001; Jie-Zhi Cheng; Lei Xiang 001; Yang Li 010; Seong-Whan Lee; Dinggang Shen (Int. J. Imaging Syst. Technol., 2020)

Corrections to "Deep Learning Based Multi-Modal Fusion for Fast MR Reconstruction". - Lei Xiang 001; Yong Chen 026; Weitang Chang; Yiqiang Zhan; Weili Lin; Qian Wang 001; Dinggang Shen (IEEE Trans. Biomed. Eng., 2020)

Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation. - Xuhua Ren; Sahar Ahmad; Lichi Zhang; Lei Xiang 001; Dong Nie; Fan Yang 054; Qian Wang 001; Dinggang Shen (IEEE Trans. Image Process., 2020)

Erratum to "Deep Learning for Fast and Spatially Constrained Tissue Quantification From Highly Accelerated Data in Magnetic Resonance Fingerprinting". - Zhenghan Fang; Yong Chen 026; Mingxia Liu 001; Lei Xiang 001; Qian Zhang 066; Qian Wang 001; Weili Lin; Dinggang Shen (IEEE Trans. Medical Imaging, 2020)

Multi-Modal MRI Reconstruction with Spatial Alignment Network. - Kai Xuan; Lei Xiang 001; Xiaoqian Huang; Lichi Zhang; Shu Liao; Dinggang Shen; Qian Wang 001 (CoRR, 2021)

Multimodal MRI Reconstruction Assisted With Spatial Alignment Network. - Kai Xuan; Lei Xiang 001; Xiaoqian Huang; Lichi Zhang; Shu Liao; Dinggang Shen; Qian Wang 001 (IEEE Trans. Medical Imaging, 2022)