Dongming Wei
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I am now a research scientist focusing on computer vision and its deployment. I have obtained PhD degree in MIC lab at Shanghai Jiao Tong University (SJTU), under the supervision from Dr. Qian Wang and Dr. Dinggang Shen. Before that, I got my Bachelor degree at School of Instrumentation and Optoelectronic Engineering from Beihang University (BUAA).
My research interests lie in Computer Vision, and Coordinate Transformation. Especially, I am focusing on detection, segmentation, registration and synthesis using various learning algorithms (CNN, GAN, VAE, Transformer, Diffusion etc.) to advance the living (e.g., healthcare, autonomous driving) experience in real world.
Recurrent Tissue-Aware Network for Deformable Registration of Infant Brain MR Images Dongming Wei, Sahar Ahmad, Yuyu Guo, Liyun Chen, Yunzhi Huang, Lei Ma, Zhengwang Wu, Gang Li, Li Wang, Weili Lin, Pew-Thian Yap, Dinggang Shen, Qian Wang IEEE Transactions on Medical Imaging (TMI), 2021. |
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SLIR: Synthesis, Localization, Inpainting, and Registration for Image-Guided Thermal Ablation of Liver Tumors Dongming Wei, Sahar Ahmad, Jiayu Huo, Pu Huang, Pew-Thian Yap, Zhong Xue, Jianqi Sun, Wentao Li, Dinggang Shen, Qian Wang Medical Image Analysis (MedIA), 2020. [paper] Synthesis and inpainting-based MR-CT registration for image-guided thermal ablation of liver tumorsDongming Wei, Sahar Ahmad, Jiayu Huo, Wen Peng, Yunhao Ge, Zhong Xue, Pew-Thian Yap, Wentao Li, Dinggang Shen, Qian Wang International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019. [paper] |
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Unpaired MR to CT synthesis with explicit structural constrained adversarial learning Yunhao Ge*, Dongming Wei*, Zhong Xue, Yiqiang Zhan, Xiang Zhou, Qian Wang and Shu Liao (*=equal contribution) IEEE International Symposium on Biomedical Imaging (ISBI), 2019. Systems and methods for image processing Shu Liao, Yunhao Ge, Dongming Wei US Patent App. 16/729,303 [patent] |
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Deep morphological simplification network (MS-Net) for guided registration of brain magnetic resonance images Dongming Wei, Lichi Zhang, Zhengwang Wu, Xiaohuan Cao, Gang Li, Dinggang Shen, Qian Wang Pattern Recognition (PR), 2020. Morphological Simplification of Brain MR Images by Deep Learning for Facilitating Deformable Registration Dongming Wei, Sahar Ahmad, Zhengwang Wu, Xiaohuan Cao, Xuhua Ren, Gang Li, Dinggang Shen, Qian Wang International Workshop on Machine Learning in Medical Imaging (MLMI, Oral), 2019. [paper] |
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Last update: Feb. 21, 2022