Artifact suppressed dictionary learning for low-dose CT image processing Y Chen, L Shi, Q Feng, J Yang, H Shu, L Luo, JL Coatrieux, W Chen IEEE transactions on medical imaging 33 (12), 2271-2292, 2014 | 324 | 2014 |
Improving abdomen tumor low-dose CT images using a fast dictionary learning based processing Y Chen, X Yin, L Shi, H Shu, L Luo, JL Coatrieux, C Toumoulin Physics in Medicine & Biology 58 (16), 5803, 2013 | 234 | 2013 |
An investigation of quantitative accuracy for deep learning based denoising in oncological PET W Lu, JA Onofrey, Y Lu, L Shi, T Ma, Y Liu, C Liu Physics in Medicine & Biology 64 (16), 165019, 2019 | 117 | 2019 |
Deep learning-based attenuation map generation for myocardial perfusion SPECT L Shi, JA Onofrey, H Liu, YH Liu, C Liu European Journal of Nuclear Medicine and Molecular Imaging, 2020 | 91 | 2020 |
Discriminative feature representation: an effective postprocessing solution to low dose CT imaging Y Chen, J Liu, Y Hu, J Yang, L Shi, H Shu, Z Gui, G Coatrieux, L Luo Physics in Medicine & Biology 62 (6), 2103, 2017 | 45 | 2017 |
Direct attenuation correction using deep learning for cardiac SPECT: a feasibility study J Yang, L Shi, R Wang, EJ Miller, AJ Sinusas, C Liu, GT Gullberg, Y Seo Journal of Nuclear Medicine 62 (11), 1645-1652, 2021 | 39 | 2021 |
CT-free attenuation correction for dedicated cardiac SPECT using a 3D dual squeeze-and-excitation residual dense network X Chen, B Zhou, L Shi, H Liu, Y Pang, R Wang, EJ Miller, AJ Sinusas, ... Journal of Nuclear Cardiology 29 (5), 2235-2250, 2022 | 38 | 2022 |
A novel loss function incorporating imaging acquisition physics for PET attenuation map generation using deep learning L Shi, JA Onofrey, EM Revilla, T Toyonaga, D Menard, J Ankrah, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 33 | 2019 |
Direct and indirect strategies of deep-learning-based attenuation correction for general purpose and dedicated cardiac SPECT X Chen, B Zhou, H Xie, L Shi, H Liu, W Holler, MD Lin, YH Liu, EJ Miller, ... European journal of nuclear medicine and molecular imaging 49 (9), 3046-3060, 2022 | 32 | 2022 |
Automatic inter-frame patient motion correction for dynamic cardiac PET using deep learning L Shi, Y Lu, N Dvornek, CA Weyman, EJ Miller, AJ Sinusas, C Liu IEEE transactions on medical imaging 40 (12), 3293-3304, 2021 | 24 | 2021 |
Automatic diagnosis of pulmonary embolism using an attention-guided framework: A large-scale study L Shi, D Rajan, S Abedin, MS Yellapragada, D Beymer, E Dehghan Medical Imaging with Deep Learning, 743-754, 2020 | 24 | 2020 |
Direct list mode parametric reconstruction for dynamic cardiac SPECT L Shi, Y Lu, J Wu, JD Gallezot, N Boutagy, S Thorn, AJ Sinusas, ... IEEE transactions on medical imaging 39 (1), 119-128, 2019 | 15 | 2019 |
Generation of synthetic PET images of synaptic density and amyloid from 18F‐FDG images using deep learning R Wang, H Liu, T Toyonaga, L Shi, J Wu, JA Onofrey, YJ Tsai, ... Medical physics 48 (9), 5115-5129, 2021 | 14 | 2021 |
Improving low-dose cardiac CT images based on 3D sparse representation L Shi, Y Hu, Y Chen, X Yin, H Shu, L Luo, JL Coatrieux Scientific reports 6 (1), 22804, 2016 | 14 | 2016 |
Post-reconstruction attenuation correction for SPECT myocardium perfusion imaging facilitated by deep learning-based attenuation map generation H Liu, J Wu, L Shi, Y Liu, E Miller, A Sinusas, YH Liu, C Liu Journal of Nuclear Cardiology 29 (6), 2881-2892, 2022 | 13 | 2022 |
Direct image-based attenuation correction using conditional generative adversarial network for SPECT myocardial perfusion imaging M Torkaman, J Yang, L Shi, R Wang, EJ Miller, AJ Sinusas, C Liu, ... Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and …, 2021 | 12 | 2021 |
Radiation dose reduction with dictionary learning based processing for head CT Y Chen, L Shi, J Yang, Y Hu, L Luo, X Yin, JL Coatrieux Australasian physical & engineering sciences in medicine 37, 483-493, 2014 | 12 | 2014 |
Deep learning–based attenuation correction for whole-body PET — a multi-tracer study with 18F-FDG, 68 Ga-DOTATATE, and 18F-Fluciclovine T Toyonaga, D Shao, L Shi, J Zhang, EM Revilla, D Menard, J Ankrah, ... European journal of nuclear medicine and molecular imaging 49 (9), 3086-3097, 2022 | 11 | 2022 |
2-D impulse noise suppression by recursive Gaussian maximum likelihood estimation Y Chen, J Yang, H Shu, L Shi, J Wu, L Luo, JL Coatrieux, C Toumoulin PloS one 9 (5), e96386, 2014 | 9 | 2014 |
Deep learning-based attenuation map generation with simultaneously reconstructed PET activity and attenuation and low-dose application L Shi, J Zhang, T Toyonaga, D Shao, JA Onofrey, Y Lu Physics in Medicine & Biology 68 (3), 035014, 2023 | 7 | 2023 |