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Qiong Liu
Qiong Liu
Verified email at yale.edu
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Year
A personalized deep learning denoising strategy for low-count PET images
Q Liu, H Liu, N Mirian, S Ren, V Viswanath, J Karp, S Surti, C Liu
Physics in Medicine & Biology 67 (14), 145014, 2022
182022
The impact of noise level mismatch between training and testing images for deep learning-based PET denoising
Q Liu, H Liu, M Niloufar, S Ren, C Liu
Journal of Nuclear Medicine 62 (supplement 1), 109-109, 2021
62021
Inter-Pass Motion Correction for Whole-Body Dynamic PET and Parametric Imaging
X Guo, J Wu, MK Chen, Q Liu, JA Onofrey, D Pucar, Y Pang, D Pigg, ...
IEEE Transactions on Radiation and Plasma Medical Sciences 7 (4), 344-353, 2022
52022
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising
B Zhou, H Xie, Q Liu, X Chen, X Guo, Z Feng, J Hou, SK Zhou, B Li, ...
Medical image analysis 90, 102993, 2023
42023
Unified Noise-Aware Network for Low-Count PET Denoising With Varying Count Levels
H Xie, Q Liu, B Zhou, X Chen, X Guo, H Wang, B Li, A Rominger, K Shi, ...
IEEE Transactions on Radiation and Plasma Medical Sciences, 2023
32023
Unified Noise-aware Network for Low-count PET Denoising
H Xie, Q Liu, B Zhou, X Chen, X Guo, C Liu
arXiv preprint arXiv:2304.14900, 2023
32023
Generation of Whole-Body FDG Parametric Ki Images from Static PET Images Using Deep Learning
T Miao, B Zhou, J Liu, X Guo, Q Liu, H Xie, X Chen, MK Chen, J Wu, ...
IEEE Transactions on Radiation and Plasma Medical Sciences, 2023
32023
Cross-Domain Iterative Network for Simultaneous Denoising, Limited-Angle Reconstruction, and Attenuation Correction of Cardiac SPECT
X Chen, B Zhou, H Xie, X Guo, Q Liu, AJ Sinusas, C Liu
International Workshop on Machine Learning in Medical Imaging, 12-22, 2023
22023
Dual-Domain Iterative Network with Adaptive Data Consistency for Joint Denoising and Few-Angle Reconstruction of Low-Dose Cardiac SPECT
X Chen, B Zhou, H Xie, X Guo, Q Liu, AJ Sinusas, C Liu
Workshop on Medical Image Learning with Limited and Noisy Data, 49-59, 2023
22023
TAI-GAN: Temporally and Anatomically Informed GAN for early-to-late frame conversion in dynamic cardiac PET motion correction
X Guo, L Shi, X Chen, B Zhou, Q Liu, H Xie, YH Liu, R Palyo, EJ Miller, ...
International Workshop on Simulation and Synthesis in Medical Imaging, 64-74, 2023
22023
Can we make a more efficient U-Net for blood vessel segmentation?
Q Liu, Z Zhong, S Sengupta, V Lakshminarayanan
Applications of Machine Learning 2020 11511, 65-73, 2020
22020
Dose-aware Diffusion Model for 3D Ultra Low-dose PET Imaging
H Xie, W Gan, B Zhou, X Chen, Q Liu, X Guo, L Guo, H An, US Kamilov, ...
arXiv preprint arXiv:2311.04248, 2023
12023
Population-based Deep Image Prior for Dynamic PET Denoising
Q Liu, YJ Tsai, JD Gallezot, X Guo, MK Chen, D Pucar, C Young, V Panin, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
12023
DDPET-3D: Dose-aware Diffusion Model for 3D Ultra Low-dose PET Imaging
H Xie, W Gan, B Zhou, X Chen, Q Liu, X Guo, L Guo, H An, US Kamilov, ...
arXiv e-prints, arXiv: 2311.04248, 2023
12023
Dynamic Imaging and Tracer Kinetic Modeling of 18F-flutemetamol PET for ATTR Cardiac Amyloidosis Patients
Q Liu, T Shi, P Gravel, R Fazzone-Chettiar, X Guo, H Xie, X Chen, ...
Journal of Nuclear Medicine 64 (supplement 1), P270-P270, 2023
12023
DuDoCFNet: Dual-Domain Coarse-to-Fine Progressive Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT
X Chen, B Zhou, X Guo, H Xie, Q Liu, JS Duncan, AJ Sinusas, C Liu
IEEE Transactions on Medical Imaging, 2024
2024
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction
X Guo, L Shi, X Chen, Q Liu, B Zhou, H Xie, YH Liu, R Palyo, EJ Miller, ...
arXiv preprint arXiv:2402.09567, 2024
2024
POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation
B Zhou, J Hou, T Chen, Y Zhou, X Chen, H Xie, Q Liu, X Guo, YJ Tsai, ...
arXiv preprint arXiv:2401.14285, 2024
2024
Dual-Domain Coarse-to-Fine Progressive Estimation Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT
X Chen, B Zhou, X Guo, H Xie, Q Liu, JS Duncan, AJ Sinusas, C Liu
arXiv preprint arXiv:2401.13140, 2024
2024
Self-supervised Noise-aware Network for Dynamic Rubidium-82 Cardiac PET Image Denoising
H Xie, L Guo, X Guo, Q Liu, B Zhou, X Chen, G Wang, AJ Sinusas, C Liu
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
2023
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