| 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 | 19 | 2022 |
| 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 | 6 | 2021 |
| 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 | 5 | 2023 |
| 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 | 5 | 2022 |
| 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 | 4 | 2023 |
| 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 | 3 | 2023 |
| 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 | 3 | 2023 |
| 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 | 2 | 2023 |
| 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 | 2 | 2023 |
| 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 | 2 | 2023 |
| 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 | 2 | 2023 |
| 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 | 2 | 2020 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
| LpQcM: Adaptable Lesion-Quantification-Consistent Modulation for Deep Learning Low-Count PET Image Denoising M Xia, H Xie, Q Liu, B Zhou, H Wang, B Li, A Rominger, K Shi, GEI Fakhri, ... arXiv preprint arXiv:2404.17994, 2024 | | 2024 |
| Population-based deep image prior for dynamic PET denoising: A data-driven approach to improve parametric quantification Q Liu, YJ Tsai, JD Gallezot, X Guo, MK Chen, D Pucar, C Young, V Panin, ... Medical Image Analysis, 103180, 2024 | | 2024 |
| 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 |
