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Yilin Liu
Yilin Liu
Ph.D student, Department of Computer Science, Univesrity of North Carolina-Chapel Hill
Verified email at email.unc.edu - Homepage
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Cited by
Cited by
Year
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
102020
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
102019
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
62023
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
62019
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
52021
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
42022
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
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