Quantitative Susceptibility Mapping MRI With Computer Vision Metrics to Reduce Scan Time for Brain Hemorrhage Assessment - Huiyu Huang; Shreyas Balaji; Bulent Aslan; Yan Wen; Magdy Selim; Ajith J. Thomas; Aristotelis Filippidis; Pascal Spincemaille; Yi Wang; Salil Soman (Int. J. Imaging Syst. Technol., 2025)

Implicit neural representation for free-breathing MR fingerprinting (INR-MRF): co-registered 3D whole-liver water T1, water T2, proton density fat fraction, and R2* mapping - Chao Li; Jiahao Li; Jinwei Zhang; Eddy Solomon; Alexey V. Dimov; Pascal Spincemaille; Thanh D. Nguyen; Martin R. Prince; Yi Wang (CoRR, 2024)

QSM-RimDS: A highly sensitive paramagnetic rim lesion detection and segmentation tool for multiple sclerosis lesions - Ha Luu; Mert Sisman; Ilhami Kovanlikaya; Tam Vu; Pascal Spincemaille; Yi Wang; Francesca Bagnato; Susan A. Gauthier; Thanh Nguyen (CoRR, 2024)

LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping - Jinwei Zhang; Pascal Spincemaille; Hang Zhang; Thanh D. Nguyen; Chao Li; Jiahao Li; Ilhami Kovanlikaya; Mert R. Sabuncu; Yi Wang (NeuroImage, 2023)

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 - Qihao Zhang; Xianfu Luo; Liangdong Zhou; Thanh D. Nguyen; Martin R. Prince; Pascal Spincemaille; Yi Wang (IEEE Trans. Biomed. Eng., 2023)

Physics-based network fine-tuning for robust quantitative susceptibility mapping from high-pass filtered phase - Jinwei Zhang; Alexey Dimov; Chao Li; Hang Zhang; Thanh D. Nguyen; Pascal Spincemaille; Yi Wang (CoRR, 2023)

Multi-delay arterial spin-labeled perfusion estimation with biophysics simulation and deep learning - Renjiu Hu; Qihao Zhang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang (CoRR, 2023)

LARO: Learned Acquisition and Reconstruction Optimization to accelerate Quantitative Susceptibility Mapping - Jinwei Zhang; Pascal Spincemaille; Hang Zhang; Thanh D. Nguyen; Chao Li; Jiahao Li; Ilhami Kovanlikaya; Mert R. Sabuncu; Yi Wang (CoRR, 2022)

Efficient Folded Attention for Medical Image Reconstruction and Segmentation - Hang Zhang; Jinwei Zhang; Rongguang Wang; Qihao Zhang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Geometric Loss For Deep Multiple Sclerosis Lesion Segmentation - Hang Zhang; Jinwei Zhang; Rongguang Wang; Qihao Zhang; Susan A. Gauthier; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang (18th IEEE International Symposium on Biomedical Imaging, ISBI 2021, Nice, France, April 13-16, 2021, 2021)

Temporal Feature Fusion with Sampling Pattern Optimization for Multi-echo Gradient Echo Acquisition and Image Reconstruction - Jinwei Zhang; Hang Zhang; Chao Li; Pascal Spincemaille; Mert R. Sabuncu; Thanh D. Nguyen; Yi Wang (Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part VI, 2021)

Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping - Jinwei Zhang; Hang Zhang; Pascal Spincemaille; Thanh D. Nguyen; Mert R. Sabuncu; Yi Wang (Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany, 2021)

NeRD: Neural Representation of Distribution for Medical Image Segmentation - Hang Zhang; Rongguang Wang; Jinwei Zhang; Chao Li; Gufeng Yang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang (CoRR, 2021)

Motion Artifact Reduction in Quantitative Susceptibility Mapping using Deep Neural Network - Chao Li; Hang Zhang; Jinwei Zhang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang (CoRR, 2021)

Fidelity imposed network edit (FINE) for solving ill-posed image reconstruction - Jinwei Zhang; Zhe Liu; Shun Zhang; Hang Zhang; Pascal Spincemaille; Thanh D. Nguyen; Mert R. Sabuncu; Yi Wang (NeuroImage, 2020)

Extending LOUPE for K-Space Under-Sampling Pattern Optimization in Multi-coil MRI - Jinwei Zhang; Hang Zhang; Alan Wang; Qihao Zhang; Mert R. Sabuncu; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang (Machine Learning for Medical Image Reconstruction - Third International Workshop, MLMIR 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings, 2020)

Bayesian Learning of Probabilistic Dipole Inversion for Quantitative Susceptibility Mapping - Jinwei Zhang; Hang Zhang; Mert R. Sabuncu; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang (International Conference on Medical Imaging with Deep Learning, MIDL 2020, 6-8 July 2020, Montréal, QC, Canada, 2020)

RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation - Hang Zhang; Jinwei Zhang; Qihao Zhang; Jeremy Kim; Shun Zhang; Susan A. Gauthier; Pascal Spincemaille; Thanh D. Nguyen; Mert R. Sabuncu; Yi Wang (CoRR, 2020)

Deep Neural Network (DNN) for Water/Fat Separation: Supervised Training, Unsupervised Training, and No Training - Ramin Jafari; Pascal Spincemaille; Jinwei Zhang; Thanh D. Nguyen; Martin R. Prince; Xianfu Luo; Junghun Cho; Daniel Margolis; Yi Wang (CoRR, 2020)

Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI - Jinwei Zhang; Hang Zhang; Alan Wang; Qihao Zhang; Mert R. Sabuncu; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang (CoRR, 2020)

Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation - Hang Zhang; Jinwei Zhang; Rongguang Wang; Qihao Zhang; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang (CoRR, 2020)

Geometric Loss for Deep Multiple Sclerosis lesion Segmentation - Hang Zhang; Jinwei Zhang; Rongguang Wang; Qihao Zhang; Susan A. Gauthier; Pascal Spincemaille; Thanh D. Nguyen; Yi Wang (CoRR, 2020)

DEEPMIR: A DEEP convolutional neural network for differential detection of cerebral Microbleeds and IRon deposits in MRI - Tanweer Rashid; Ahmed Abdulkadir; Ilya M. Nasrallah; Jeffrey B. Ware; Pascal Spincemaille; J. Rafael Romero; R. Nick Bryan; Susan R. Heckbert; Mohamad Habes (CoRR, 2020)

3D texture analyses within the substantia nigra of Parkinson's disease patients on quantitative susceptibility maps and R2\(^\(_*\)\) maps - Gaiying Li; Guoqiang Zhai; Xinxin Zhao; Hedi An; Pascal Spincemaille; Kelly M. Gillen; Yixuan Ku; Yi Wang; Dongya Huang; Jianqi Li (NeuroImage, 2019)

Discontinuity Preserving Liver MR Registration With Three-Dimensional Active Contour Motion Segmentation - Dongxiao Li; Wenxiong Zhong; Kofi M. Deh; Thanh D. Nguyen; Martin R. Prince; Yi Wang; Pascal Spincemaille (IEEE Trans. Biomed. Eng., 2019)

RSANet: Recurrent Slice-Wise Attention Network for Multiple Sclerosis Lesion Segmentation - Hang Zhang; Jinwei Zhang; Qihao Zhang; Jeremy Kim; Shun Zhang; Susan A. Gauthier; Pascal Spincemaille; Thanh D. Nguyen; Mert R. Sabuncu; Yi Wang (Medical Image Computing and Computer Assisted Intervention - MICCAI 2019 - 22nd International Conference, Shenzhen, China, October 13-17, 2019, Proceedings, Part III, 2019)

Age and sex related differences in subcortical brain iron concentrations among healthy adults - Ninni Persson; Jianlin Wu; Qing Zhang; Ting Liu; Jing Shen; Ruyi Bao; Mingfei Ni; Tian Liu; Yi Wang; Pascal Spincemaille (NeuroImage, 2015)

Simultaneous Phase Unwrapping and Removal of Chemical Shift (SPURS) Using Graph Cuts: Application in Quantitative Susceptibility Mapping - Jianwu Dong; Tian Liu; Feng Chen; Dong Zhou; Alexey Dimov; Ashish Raj; Qiang Cheng; Pascal Spincemaille; Yi Wang (IEEE Trans. Medical Imaging, 2015)

A novel method for dipole inversion in QSM with reweighted L2-norm using distribution specification - Yilin Yang; Tian Liu; Jianwu Dong; Pascal Spincemaille; Yi Wang (12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015, 2015)

Reconstruction of highly under-sampled dynamic MRI using sparse representation of 1D temporal snippets - Esben Plenge; Mitchell A. Cooper; Martin R. Prince; Yi Wang; Pascal Spincemaille; Michael Elad (12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015, 2015)

Magnetic susceptibility anisotropy: Cylindrical symmetry from macroscopically ordered anisotropic molecules and accuracy of MRI measurements using few orientations - Cynthia Wisnieff; Tian Liu; Pascal Spincemaille; Shuai Wang; Dong Zhou; Yi Wang (NeuroImage, 2013)

Noise Effects in Various Quantitative Susceptibility Mapping Methods - Shuai Wang; Tian Liu; Weiwei Chen; Pascal Spincemaille; Cynthia Wisnieff; A. John Tsiouris; Wenzhen Zhu; Chu Pan; Lingyun Zhao; Yi Wang (IEEE Trans. Biomed. Eng., 2013)

Morphology enabled dipole inversion for quantitative susceptibility mapping using structural consistency between the magnitude image and the susceptibility map - 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 (NeuroImage, 2012)

Accuracy of the Morphology Enabled Dipole Inversion (MEDI) Algorithm for Quantitative Susceptibility Mapping in MRI - Tian Liu; Weiyu Xu; Pascal Spincemaille; Amir Salman Avestimehr; Yi Wang (IEEE Trans. Medical Imaging, 2012)

Nonlinear Regularization for Per Voxel Estimation of Magnetic Susceptibility Distributions From MRI Field Maps - Bryan Kressler; Ludovic de Rochefort; Tian Liu; Pascal Spincemaille; Quan Jiang; Yi Wang (IEEE Trans. Medical Imaging, 2010)

Improved Signal-to-Noise Ratio in Parallel Coronary Artery Magnetic Resonance Angiography using Graph Cuts based Bayesian Reconstruction - Gurmeet Singh; Thanh D. Nguyen; Bryan Kressler; Pascal Spincemaille; Ashish Raj; Ramin Zabih; Yi Wang (28th International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2006, New York City, NY, USA, August 30 - September 3, 2006, Main Volume, 2006)

Motion Artifact Suppression in Breath Hold 3D Contrast Enhanced Magnetic Resonance Angiography using ECG Ordering - Pascal Spincemaille; Zhao Xi Hai; Liuquan Cheng; Martin R. Prince; Yi Wang (28th International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2006, New York City, NY, USA, August 30 - September 3, 2006, Main Volume, 2006)

The mutual affinity of random measures - Mark Fannes; Pascal Spincemaille (Period. Math. Hung., 2003)