Yi Wang

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 27

Top Topics

Bayesian Learning

Image Reconstruction

Magnetic Resonance

Lesion Segmentation

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Qihao Zhang, Xianfu Luo, Liangdong Zhou, Thanh D. Nguyen, Martin R. Prince, Pascal Spincemaille, Yi Wang
Fluid Mechanics Approach to Perfusion Quantification: Vasculature Computational Fluid Dynamics Simulation, Quantitative Transport Mapping (QTM) Analysis of Dynamics Contrast Enhanced MRI, and Application in Nonalcoholic Fatty Liver Disease Classification. IEEE Trans. Biomed. Eng. 70 (3) (2023)
Renjiu Hu, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Multi-delay arterial spin-labeled perfusion estimation with biophysics simulation and deep learning. CoRR (2023)
Jinwei Zhang, Pascal Spincemaille, Hang Zhang, Thanh D. Nguyen, Chao Li, Jiahao Li, Ilhami Kovanlikaya, Mert R. Sabuncu, Yi Wang
LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping. NeuroImage 268 (2023)
Jinwei Zhang, Pascal Spincemaille, Hang Zhang, Thanh D. Nguyen, Chao Li, Jiahao Li, Ilhami Kovanlikaya, Mert R. Sabuncu, Yi Wang
LARO: Learned Acquisition and Reconstruction Optimization to accelerate Quantitative Susceptibility Mapping. CoRR (2022)
Chao Li, Hang Zhang, Jinwei Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Motion Artifact Reduction in Quantitative Susceptibility Mapping using Deep Neural Network. CoRR (2021)
Elizabeth M. Sweeney, Thanh D. Nguyen, Amy Kuceyeski, Sarah M. Ryan, Shun Zhang, Lily Zexter, Yi Wang, Susan A. Gauthier
Estimation of Multiple Sclerosis lesion age on magnetic resonance imaging. NeuroImage 225 (2021)
Tianyu Ma, Hang Zhang, Hanley Ong, Amar Vora, Thanh D. Nguyen, Ajay Gupta, Yi Wang, Mert R. Sabuncu
Ensembling Low Precision Models for Binary Biomedical Image Segmentation. WACV (2021)
Jinwei Zhang, Hang Zhang, Chao Li, Pascal Spincemaille, Mert R. Sabuncu, Thanh D. Nguyen, Yi Wang
Temporal Feature Fusion with Sampling Pattern Optimization for Multi-echo Gradient Echo Acquisition and Image Reconstruction. MICCAI (6) (2021)
Jinwei Zhang, Hang Zhang, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang
Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping. MIDL (2021)
Hang Zhang, Rongguang Wang, Jinwei Zhang, Chao Li, Gufeng Yang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
NeRD: Neural Representation of Distribution for Medical Image Segmentation. CoRR (2021)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Efficient Folded Attention for Medical Image Reconstruction and Segmentation. AAAI (2021)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Geometric Loss For Deep Multiple Sclerosis Lesion Segmentation. ISBI (2021)
Ramin Jafari, Pascal Spincemaille, Jinwei Zhang, Thanh D. Nguyen, Martin R. Prince, Xianfu Luo, Junghun Cho, Daniel Margolis, Yi Wang
Deep Neural Network (DNN) for Water/Fat Separation: Supervised Training, Unsupervised Training, and No Training. CoRR (2020)
Jinwei Zhang, Hang Zhang, Alan Wang, Qihao Zhang, Mert R. Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI. CoRR (2020)
Hang Zhang, Jinwei Zhang, Qihao Zhang, Jeremy Kim, Shun Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang
RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation. CoRR (2020)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation. CoRR (2020)
Jinwei Zhang, Hang Zhang, Mert R. Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Bayesian Learning of Probabilistic Dipole Inversion for Quantitative Susceptibility Mapping. MIDL (2020)
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Geometric Loss for Deep Multiple Sclerosis lesion Segmentation. CoRR (2020)
Jinwei Zhang, Hang Zhang, Alan Wang, Qihao Zhang, Mert R. Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang
Extending LOUPE for K-Space Under-Sampling Pattern Optimization in Multi-coil MRI. MLMIR@MICCAI (2020)
Jinwei Zhang, Zhe Liu, Shun Zhang, Hang Zhang, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang
Fidelity imposed network edit (FINE) for solving ill-posed image reconstruction. NeuroImage 211 (2020)
Tianyu Ma, Hang Zhang, Hanley Ong, Amar Vora, Thanh D. Nguyen, Ajay Gupta, Yi Wang, Mert R. Sabuncu
Ensembling Low Precision Models for Binary Biomedical Image Segmentation. CoRR (2020)
Hang Zhang, Jinwei Zhang, Qihao Zhang, Jeremy Kim, Shun Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang
RSANet: Recurrent Slice-Wise Attention Network for Multiple Sclerosis Lesion Segmentation. MICCAI (3) (2019)
Gaiying Li, Guoqiang Zhai, Xinxin Zhao, Hedi An, Pascal Spincemaille, Kelly M. Gillen, Yixuan Ku, Yi Wang, Dongya Huang, Jianqi Li
maps. NeuroImage 188 (2019)
Dongxiao Li, Wenxiong Zhong, Kofi M. Deh, Thanh D. Nguyen, Martin R. Prince, Yi Wang, Pascal Spincemaille
Discontinuity Preserving Liver MR Registration With Three-Dimensional Active Contour Motion Segmentation. IEEE Trans. Biomed. Eng. 66 (7) (2019)
Youngwook Kee, Zhe Liu, Liangdong Zhou, Alexey Dimov, Jung-Hun Cho, Ludovic de Rochefort, Jin Keun Seo, Yi Wang
Quantitative Susceptibility Mapping (QSM) Algorithms: Mathematical Rationale and Computational Implementations. IEEE Trans. Biomed. Eng. 64 (11) (2017)
Yuwei Jiang, Feng Liu, Mingxia Fan, Xuzhou Li, Zhiyong Zhao, Zhaoling Zeng, Yi Wang, Dongrong Xu
Deducing magnetic resonance neuroimages based on knowledge from samples. Comput. Medical Imaging Graph. 62 (2017)
Christopher J. Lange, Nanda Deepa Thimmappa, Srikanth R. Boddu, Silvina P. Dutruel, Mengchao Pei, Zerwa Farooq, Ashkan Heshmatzadeh Behzadi, Yi Wang, Ramin Zabih, Martin R. Prince
Automating Perforator Flap MRA and CTA Reporting. J. Digit. Imaging 30 (3) (2017)
Ninni Persson, Jianlin Wu, Qing Zhang, Ting Liu, Jing Shen, Ruyi Bao, Mingfei Ni, Tian Liu, Yi Wang, Pascal Spincemaille
Age and sex related differences in subcortical brain iron concentrations among healthy adults. NeuroImage 122 (2015)
Yilin Yang, Tian Liu, Jianwu Dong, Pascal Spincemaille, Yi Wang
A novel method for dipole inversion in QSM with reweighted L2-norm using distribution specification. ISBI (2015)
Jianwu Dong, Tian Liu, Feng Chen, Dong Zhou, Alexey Dimov, Ashish Raj, Qiang Cheng, Pascal Spincemaille, Yi Wang
Simultaneous Phase Unwrapping and Removal of Chemical Shift (SPURS) Using Graph Cuts: Application in Quantitative Susceptibility Mapping. IEEE Trans. Medical Imaging 34 (2) (2015)
Esben Plenge, Mitchell A. Cooper, Martin R. Prince, Yi Wang, Pascal Spincemaille, Michael Elad
Reconstruction of highly under-sampled dynamic MRI using sparse representation of 1D temporal snippets. ISBI (2015)
Jae Kyu Choi, Hyoung Suk Park, Shuai Wang, Yi Wang, Jin Keun Seo
Inverse Problem in Quantitative Susceptibility Mapping. SIAM J. Imaging Sci. 7 (3) (2014)
Cynthia Wisnieff, Tian Liu, Pascal Spincemaille, Shuai Wang, Dong Zhou, Yi Wang
Magnetic susceptibility anisotropy: Cylindrical symmetry from macroscopically ordered anisotropic molecules and accuracy of MRI measurements using few orientations. NeuroImage 70 (2013)
Shuai Wang, Tian Liu, Weiwei Chen, Pascal Spincemaille, Cynthia Wisnieff, A. John Tsiouris, Wenzhen Zhu, Chu Pan, Lingyun Zhao, Yi Wang
Noise Effects in Various Quantitative Susceptibility Mapping Methods. IEEE Trans. Biomed. Eng. 60 (12) (2013)
Jing Liu, Tian Liu, Ludovic de Rochefort, James Ledoux, Ildar Khalidov, Weiwei Chen, A. John Tsiouris, Cynthia Wisnieff, Pascal Spincemaille, Martin R. Prince, Yi Wang
Morphology enabled dipole inversion for quantitative susceptibility mapping using structural consistency between the magnitude image and the susceptibility map. NeuroImage 59 (3) (2012)
Tian Liu, Weiyu Xu, Pascal Spincemaille, Amir Salman Avestimehr, Yi Wang
Accuracy of the Morphology Enabled Dipole Inversion (MEDI) Algorithm for Quantitative Susceptibility Mapping in MRI. IEEE Trans. Medical Imaging 31 (3) (2012)
Bryan Kressler, Ludovic de Rochefort, Tian Liu, Pascal Spincemaille, Quan Jiang, Yi Wang
Nonlinear Regularization for Per Voxel Estimation of Magnetic Susceptibility Distributions From MRI Field Maps. IEEE Trans. Medical Imaging 29 (2) (2010)
Ashish Raj, Yi Wang, Ramin Zabih
A Maximum Likelihood Approach to Parallel Imaging With Coil Sensitivity Noise. IEEE Trans. Medical Imaging 26 (8) (2007)
Ashish Raj, Bryan Kressler, Gurmeet Singh, Ramin Zabih, Yi Wang
Statistical Aspects of Parallel Imaging Reconstruction. EMBC (2006)
Gurmeet Singh, Thanh D. Nguyen, Bryan Kressler, Pascal Spincemaille, Ashish Raj, Ramin Zabih, Yi Wang
Improved Signal-to-Noise Ratio in Parallel Coronary Artery Magnetic Resonance Angiography using Graph Cuts based Bayesian Reconstruction. EMBC (2006)
Pascal Spincemaille, Zhao Xi Hai, Liuquan Cheng, Martin R. Prince, Yi Wang
Motion Artifact Suppression in Breath Hold 3D Contrast Enhanced Magnetic Resonance Angiography using ECG Ordering. EMBC (2006)