Department of Radiology
Found 9 results
Filters: Author is Zhang, Jinwei  [Clear All Filters]
2023
Zhang J, Spincemaille P, Zhang H, Nguyen TD, Li C, Li J, Kovanlikaya I, Sabuncu MR, Wang Y.  2023.  LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping.. Neuroimage. 268:119886.
Zhang J, Nguyen TD, Solomon E, Li C, Zhang Q, Li J, Zhang H, Spincemaille P, Wang Y.  2023.  mcLARO: Multi-contrast learned acquisition and reconstruction optimization for simultaneous quantitative multi-parametric mapping.. Magn Reson Med.
Si W, Guo Y, Zhang Q, Zhang J, Wang Y, Feng Y.  2023.  Quantitative susceptibility mapping using multi-channel convolutional neural networks with dipole-adaptive multi-frequency inputs.. Front Neurosci. 17:1165446.
2022
Cho J, Zhang J, Spincemaille P, Zhang H, Hubertus S, Wen Y, Jafari R, Zhang S, Nguyen TD, Dimov AV et al..  2022.  QQ-NET - using deep learning to solve quantitative susceptibility mapping and quantitative blood oxygen level dependent magnitude (QSM+qBOLD or QQ) based oxygen extraction fraction (OEF) mapping.. Magn Reson Med. 87(3):1583-1594.
Zhang H, Nguyen TD, Zhang J, Marcille M, Spincemaille P, Wang Y, Gauthier SA, Sweeney EM.  2022.  QSMRim-Net: Imbalance-aware learning for identification of chronic active multiple sclerosis lesions on quantitative susceptibility maps.. Neuroimage Clin. 34:102979.
Kim J, Nguyen TD, Zhang J, Gauthier SA, Marcille M, Zhang H, Cho J, Spincemaille P, Wang Y.  2022.  Subsecond accurate myelin water fraction reconstruction from FAST-T data with 3D UNET.. Magn Reson Med. 87(6):2979-2988.
2021
Zhang H, Zhang J, Li C, Sweeney EM, Spincemaille P, Nguyen TD, Gauthier SA, Wang Y, Marcille M.  2021.  ALL-Net: Anatomical information lesion-wise loss function integrated into neural network for multiple sclerosis lesion segmentation.. Neuroimage Clin. 32:102854.
Jafari R, Spincemaille P, Zhang J, Nguyen TD, Luo X, Cho J, Margolis D, Prince MR, Wang Y.  2021.  Deep neural network for water/fat separation: Supervised training, unsupervised training, and no training.. Magn Reson Med. 85(4):2263-2277.
2020
Zhang J, Liu Z, Zhang S, Zhang H, Spincemaille P, Nguyen TD, Sabuncu MR, Wang Y.  2020.  Fidelity imposed network edit (FINE) for solving ill-posed image reconstruction.. Neuroimage. 211:116579.