| Deep learning in medical image registration: a review Y Fu, Y Lei, T Wang, WJ Curran, T Liu, X Yang Physics in Medicine & Biology 65 (20), 20TR01, 2020 | 707 | 2020 |
| Automatic multiorgan segmentation in thorax CT images using U‐net‐GAN X Dong, Y Lei, T Wang, M Thomas, L Tang, WJ Curran, T Liu, X Yang Medical physics 46 (5), 2157-2168, 2019 | 344 | 2019 |
| MRI‐only based synthetic CT generation using dense cycle consistent generative adversarial networks Y Lei, J Harms, T Wang, Y Liu, HK Shu, AB Jani, WJ Curran, H Mao, T Liu, ... Medical physics 46 (8), 3565-3581, 2019 | 342 | 2019 |
| Paired cycle‐GAN‐based image correction for quantitative cone‐beam computed tomography J Harms, Y Lei, T Wang, R Zhang, J Zhou, X Tang, WJ Curran, T Liu, ... Medical physics 46 (9), 3998-4009, 2019 | 288 | 2019 |
| A review on medical imaging synthesis using deep learning and its clinical applications T Wang, Y Lei, Y Fu, JF Wynne, WJ Curran, T Liu, X Yang Journal of applied clinical medical physics 22 (1), 11-36, 2021 | 284 | 2021 |
| Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation B Wang, Y Lei, S Tian, T Wang, Y Liu, P Patel, AB Jani, H Mao, WJ Curran, ... Medical physics 46 (4), 1707-1718, 2019 | 267 | 2019 |
| A review of deep learning based methods for medical image multi-organ segmentation Y Fu, Y Lei, T Wang, WJ Curran, T Liu, X Yang Physica Medica 85, 107-122, 2021 | 218 | 2021 |
| Synthetic MRI-aided multi-organ segmentation on male pelvic CT using cycle consistent deep attention network X Dong, Y Lei, S Tian, T Wang, P Patel, WJ Curran, AB Jani, T Liu, X Yang Radiotherapy and Oncology 141, 192-199, 2019 | 203 | 2019 |
| CBCT‐based synthetic CT generation using deep‐attention cycleGAN for pancreatic adaptive radiotherapy Y Liu, Y Lei, T Wang, Y Fu, X Tang, WJ Curran, T Liu, P Patel, X Yang Medical physics 47 (6), 2472-2483, 2020 | 195 | 2020 |
| Ultrasound prostate segmentation based on multidirectional deeply supervised V‐Net Y Lei, S Tian, X He, T Wang, B Wang, P Patel, AB Jani, H Mao, WJ Curran, ... Medical physics 46 (7), 3194-3206, 2019 | 192 | 2019 |
| Deep learning-based attenuation correction in the absence of structural information for whole-body positron emission tomography imaging X Dong, Y Lei, T Wang, K Higgins, T Liu, WJ Curran, H Mao, JA Nye, ... Physics in Medicine & Biology 65 (5), 055011, 2020 | 166 | 2020 |
| Synthetic CT generation from non-attenuation corrected PET images for whole-body PET imaging X Dong, T Wang, Y Lei, K Higgins, T Liu, WJ Curran, H Mao, JA Nye, ... Physics in Medicine & Biology 64 (21), 215016, 2019 | 160 | 2019 |
| CT prostate segmentation based on synthetic MRI‐aided deep attention fully convolution network Y Lei, X Dong, Z Tian, Y Liu, S Tian, T Wang, X Jiang, P Patel, AB Jani, ... Medical physics 47 (2), 530-540, 2020 | 147 | 2020 |
| LungRegNet: an unsupervised deformable image registration method for 4D‐CT lung Y Fu, Y Lei, T Wang, K Higgins, JD Bradley, WJ Curran, T Liu, X Yang Medical physics 47 (4), 1763-1774, 2020 | 145 | 2020 |
| Whole-body PET estimation from low count statistics using cycle-consistent generative adversarial networks Y Lei, X Dong, T Wang, K Higgins, T Liu, WJ Curran, H Mao, JA Nye, ... Physics in Medicine & Biology 64 (21), 215017, 2019 | 141 | 2019 |
| MRI-based treatment planning for proton radiotherapy: dosimetric validation of a deep learning-based liver synthetic CT generation method Y Liu, Y Lei, Y Wang, T Wang, L Ren, L Lin, M McDonald, WJ Curran, ... Physics in Medicine & Biology 64 (14), 145015, 2019 | 140 | 2019 |
| Male pelvic multi-organ segmentation aided by CBCT-based synthetic MRI Y Lei, T Wang, S Tian, X Dong, AB Jani, D Schuster, WJ Curran, P Patel, ... Physics in Medicine & Biology 65 (3), 035013, 2020 | 138 | 2020 |
| A learning-based automatic segmentation and quantification method on left ventricle in gated myocardial perfusion SPECT imaging: A feasibility study T Wang, Y Lei, H Tang, Z He, R Castillo, C Wang, D Li, K Higgins, T Liu, ... Journal of Nuclear Cardiology 27, 976-987, 2020 | 135 | 2020 |
| Breast tumor segmentation in 3D automatic breast ultrasound using Mask scoring R‐CNN Y Lei, X He, J Yao, T Wang, L Wang, W Li, WJ Curran, T Liu, D Xu, X Yang Medical physics 48 (1), 204-214, 2021 | 133 | 2021 |
| Evaluation of a deep learning-based pelvic synthetic CT generation technique for MRI-based prostate proton treatment planning Y Liu, Y Lei, Y Wang, G Shafai-Erfani, T Wang, S Tian, P Patel, AB Jani, ... Physics in Medicine & Biology 64 (20), 205022, 2019 | 117 | 2019 |
Tian Liu, PhDRadiation Oncology, Icahn School of Medicine at Mount SinaiVerificeret mail på mountsinai.org