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Tian Liu, PhD
Tian Liu, PhD
Verified email at mountsinai.org
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Cited by
Year
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
5392020
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
3072019
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
2792019
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
2442019
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
2432019
Ultrasonic spectrum analysis for tissue assays and therapy evaluation
FL Lizzi, M Astor, T Liu, C Deng, DJ Coleman, RH Silverman
International Journal of Imaging Systems and Technology 8 (1), 3-10, 1997
2361997
Interlaboratory comparison of ultrasonic backscatter, attenuation, and speed measurements.
EL Madsen, F Dong, GR Frank, BS Garra, KA Wear, T Wilson, ...
Journal of ultrasound in medicine 18 (9), 615-631, 1999
2321999
Ultrasound GLCM texture analysis of radiation‐induced parotid‐gland injury in head‐and‐neck cancer radiotherapy: An in vivo study of late toxicity
X Yang, S Tridandapani, JJ Beitler, DS Yu, EJ Yoshida, WJ Curran, T Liu
Medical physics 39 (9), 5732-5739, 2012
2212012
Typing of prostate tissue by ultrasonic spectrum analysis
EJ Feleppa, A Kalisz, JB Sokil-Melgar, FL Lizzi, T Liu, AL Rosado, ...
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 43 …, 1996
2191996
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
2162021
Statistical framework for ultrasonic spectral parameter imaging
FL Lizzi, M Astor, EJ Feleppa, M Shao, A Kalisz
Ultrasound in medicine & biology 23 (9), 1371-1382, 1997
2041997
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
1862019
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
1782019
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
1522021
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
1522020
Automated segmentation of the parotid gland based on atlas registration and machine learning: a longitudinal MRI study in head-and-neck radiation therapy
X Yang, N Wu, G Cheng, Z Zhou, SY David, JJ Beitler, WJ Curran, T Liu
International Journal of Radiation Oncology* Biology* Physics 90 (5), 1225-1233, 2014
1512014
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
1442020
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
1362020
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
1352020
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
1342019
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