A 3D fully convolutional neural network with top-down attention-guided refinement for accurate and robust automatic segmentation of amygdala and its subnuclei Y Liu, BM Nacewicz, G Zhao, N Adluru, GR Kirk, PA Ferrazzano, ... Frontiers in Neuroscience 14, 260, 2020 | 10 | 2020 |
Harmonization and targeted feature dropout for generalized segmentation: Application to multi-site traumatic brain injury images Y Liu, GR Kirk, BM Nacewicz, MA Styner, M Shen, D Nie, N Adluru, ... MICCAI-DART 2019, 81-89, 2019 | 10 | 2019 |
The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior Y Liu, J Li, Y Pang, D Nie, P Yap IEEE/CVF International Conference on Computer Vision (ICCV), 2023 | 6 | 2023 |
Accurate automatic segmentation of amygdala subnuclei and modeling of uncertainty via bayesian fully convolutional neural network Y Liu, G Zhao, BM Nacewicz, N Adluru, GR Kirk, PA Ferrazzano, M Styner, ... arXiv preprint arXiv:1902.07289, 2019 | 6 | 2019 |
Real-time mapping of tissue properties for magnetic resonance fingerprinting Y Liu, Y Chen, PT Yap Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 5 | 2021 |
High-resolution 3D magnetic resonance fingerprinting with a graph convolutional network F Cheng, Y Liu, Y Chen, PT Yap IEEE transactions on medical imaging 42 (3), 674-683, 2022 | 4 | 2022 |
Towards Architecture-Agnostic Untrained Network Priors for Image Reconstruction with Frequency Regularization Y Liu, Y Pang, J Li, Y Chen, PT Yap arXiv preprint arXiv:2312.09988, 2024 | | 2024 |
Holistic Acceleration from Acquisition to Reconstruction for Submilimeter 3D MR Fingerprinting via Deep Learning Y Liu, F Cheng, Y Chen, PT Yap ISMRM Abstract (Power Pitch), 2022, 0 | | |
5-Minute MR Fingerprinting from Acquisition to Reconstruction for Whole-Brain Coverage with Isotropic Submillimeter Resolution Y Liu, Y Chen, P Yap ISMRM Abstract (Magna Cum Laude Award), 2021, 0 | | |