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ORCIDTian Liu 0004
Person information
- affiliation: Emory University, Department of Radiation Oncology and Winship Cancer Institute, Atlanta, USA
Other persons with the same name
- Tian Liu — disambiguation page
- Tian Liu 0001
![[0000-0001-8313-8037]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-8313-8037")
— Peking University, School of Electronic Engineering and Computer Science, MOE Key Laboratory of High Confidence Software Technologies, Beijing, China (and 1 more) - Tian Liu 0002 — Hong Kong University of Science and Technology, Department of Electronic and Computer Engineering, Hong Kong
- Tian Liu 0003 — University of Lincoln, School of Computer Science, Computational Intelligence Lab, UK
- Tian Liu 0005 — East China Normal University, School of Science and Engineering, Shanghai, China
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2020 – today
- 2021
[j2]Yabo Fu, Yang Lei, Tonghe Wang, Pretesh Patel, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Biomechanically constrained non-rigid MR-TRUS prostate registration using deep learning based 3D point cloud matching. Medical Image Anal. 67: 101845 (2021)- 2020
- [j1]Yupei Zhang, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Yang Lei, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Multi-Needle Detection in 3D Ultrasound Images Using Unsupervised Order-Graph Regularized Sparse Dictionary Learning. IEEE Trans. Medical Imaging 39(7): 2302-2315 (2020) - [c40]Yang Lei, Xue Dong, Sibo Tian, Tonghe Wang, Pretesh Patel, Walter J. Curran, Ashesh B. Jani, Tian Liu, Xiaofeng Yang:
Multi-organ segmentation in pelvic CT images with CT-based synthetic MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113171S - [c39]Yang Lei, Tonghe Wang, Xue Dong, Kristin Higgins, Tian Liu, Walter J. Curran, Hui Mao, Jonathon A. Nye, Xiaofeng Yang:
Attenuation correction without structural images for PET imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113171R - [c38]Xiuxiu He, Bangjun Guo, Yang Lei, Joseph Harms, Tonghe Wang, Tian Liu, Longjiang Zhang, Xiaofeng Yang:
Left ventricular myocardium segmentation in coronary computed tomography angiography using 3D deep attention u-net. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113172H - [c37]Jiwoong Jason Jeong, Yang Lei, Hui-Kuo Shu, Tian Liu, Liya Wang, Walter J. Curran, Hui Mao, Xiaofeng Yang:
Brain tumor segmentation using 3D mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 1131720 - [c36]Yang Lei, Xue Dong, Tonghe Wang, Kristin Higgins, Tian Liu, Walter J. Curran, Jonathan A. Nye, Hui Mao, Xiaofeng Yang:
MRI-aided attenuation correction for PET imaging with deep learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 1131723 - [c35]Tonghe Wang, Matt Giles, Robert H. Press, Xianjin Dai, Ashesh B. Jani, Peter Rossi, Yang Lei, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Multiparametric MRI-guided high-dose-rate prostate brachytherapy with focal dose boost to dominant intraprostatic lesions. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 1131724 - [c34]Xianjin Dai, Yang Lei, Yingzi Liu, Tonghe Wang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Intensity non-uniformity correction in MR imaging using deep learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 1131727 - [c33]Yabo Fu, Yang Lei, Jun Zhou, Tonghe Wang, David S. Yu, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Synthetic CT-aided MRI-CT image registration for head and neck radiotherapy. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 1131728 - [c32]Yabo Fu, Yang Lei, Yingzi Liu, Tonghe Wang, Walter J. Curran, Tian Liu, Pretesh Patel, Xiaofeng Yang:
Cone-beam Computed Tomography (CBCT) and CT image registration aided by CBCT-based synthetic CT. Medical Imaging: Image Processing 2020: 113132U - [c31]Yabo Fu, Yang Lei, Tonghe Wang, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang:
An unsupervised deep learning approach for 4DCT lung deformable image registration. Medical Imaging: Image Processing 2020: 113132T - [c30]Xiuxiu He, Bangjun Guo, Yang Lei, Tonghe Wang, Tian Liu, Walter J. Curran, Longjiang Zhang, Xiaofeng Yang:
Automatic epicardial fat segmentation in cardiac CT imaging using 3D deep attention U-Net. Medical Imaging: Image Processing 2020: 113132D - [c29]Xiuxiu He, Yang Lei, Yabo Fu, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Super-resolution magnetic resonance imaging reconstruction using deep attention networks. Medical Imaging: Image Processing 2020: 113132J - [c28]Yingzi Liu, Yang Lei, Tonghe Wang, Jun Zhou, Liyong Lin, Tian Liu, Pretesh Patel, Walter J. Curran, Lei Ren, Xiaofeng Yang:
Liver synthetic CT generation based on a dense-CycleGAN for MRI-only treatment planning. Medical Imaging: Image Processing 2020: 113132L - [c27]Qiulan Zeng, Yabo Fu, Jiwoong Jason Jeong, Yang Lei, Tonghe Wang, Hui Mao, Ashesh B. Jani, Pretesh Patel, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Weakly non-rigid MR-TRUS prostate registration using fully convolutional and recurrent neural networks. Medical Imaging: Image Processing 2020: 113132Y - [c26]Yang Lei, Jun Zhou, Xue Dong, Tonghe Wang, Hui Mao, Mark McDonald, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Multi-organ segmentation in head and neck MRI using U-Faster-RCNN. Medical Imaging: Image Processing 2020: 113133A - [c25]Yang Lei, Yabo Fu, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Multi-modality MRI arbitrary transformation using unified generative adversarial networks. Medical Imaging: Image Processing 2020: 1131303 - [c24]Yang Lei, Xue Dong, Tonghe Wang, Kristin Higgins, Tian Liu, Walter J. Curran, Hui Mao, Jonathan A. Nye, Xiaofeng Yang:
Estimating standard-dose PET from low-dose PET with deep learning. Medical Imaging: Image Processing 2020: 1131322 - [c23]Yabo Fu, Yang Lei, Jun Zhou, Tonghe Wang, Ashesh B. Jani, Pretesh Patel, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Non-rigid MRI-CT image registration with unsupervised deepdlearning-based deformation prediction. Medical Imaging: Image Processing 2020: 1131329 - [c22]Yang Lei, Sibo Tian, Yabo Fu, Xue Dong, Tonghe Wang, Ashesh B. Jani, David M. Schuster, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Synthetic MRI-aided pelvic multi-organ segmentation in cone-beam computed tomography. Medical Imaging: Image Processing 2020: 1131338 - [i3]Tonghe Wang, Yang Lei, Yabo Fu, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Machine Learning in Quantitative PET Imaging. CoRR abs/2001.06597 (2020) - [i2]Yang Lei, Yabo Fu, Tonghe Wang, Richard L. J. Qiu, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Deep Learning in Multi-organ Segmentation. CoRR abs/2001.10619 (2020)
2010 – 2019
- 2019
- [c21]Yang Lei, Yingzi Liu, Tonghe Wang, Sibo Tian, Xue Dong, Xiaojun Jiang, Tian Liu, Hui Mao, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang:
Brain MRI classification based on machine learning framework with auto-context model. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109531W - [c20]Tonghe Wang, Yang Lei, Haipeng Tang, Joseph Harms, Cheng Wang, Tian Liu, Walter J. Curran, Weihua Zhou, Dianfu Li, Xiaofeng Yang:
A learning-based automatic segmentation method on left ventricle in SPECT imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109531M - [c19]Jiwoong Jason Jeong, Bing Ji, Yang Lei, Liya Wang, Tian Liu, Arif Ali, Walter J. Curran, Hui Mao, Xiaofeng Yang:
Machine-learning based classification of glioblastoma using dynamic susceptibility enhanced MR image. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 1095329 - [c18]Bo Wang, Yang Lei, Jiwoong Jason Jeong, Tonghe Wang, Yingzi Liu, Sibo Tian, Pretesh Patel, Xiaojun Jiang, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Automatic MRI prostate segmentation using 3D deeply supervised FCN with concatenated atrous convolution. Medical Imaging: Computer-Aided Diagnosis 2019: 109503X - [c17]Tonghe Wang, Yang Lei, Ghazal Shafai-Erfani, Xiaojun Jiang, Xue Dong, Jun Zhou, Tian Liu, Walter J. Curran, Xiaofeng Yang, Hui-Kuo Shu:
Learning-based automatic segmentation on arteriovenous malformations from contract-enhanced CT images. Medical Imaging: Computer-Aided Diagnosis 2019: 109504D - [c16]Yang Lei, Yingzi Liu, Xue Dong, Sibo Tian, Tonghe Wang, Xiaojun Jiang, Kristin Higgins, Jonathan J. Beitler, David S. Yu, Tian Liu, Walter J. Curran, Yi Fang, Xiaofeng Yang:
Automatic multi-organ segmentation in thorax CT images using U-Net-GAN. Medical Imaging: Computer-Aided Diagnosis 2019: 1095010 - [c15]Ge Cui, Jiwoong Jason Jeong, Yang Lei, Tonghe Wang, Tian Liu, Walter J. Curran, Hui Mao, Xiaofeng Yang:
Machine-learning-based classification of Glioblastoma using MRI-based radiomic features. Medical Imaging: Computer-Aided Diagnosis 2019: 1095048 - [c14]Yang Lei, Yabo Fu, Joseph Harms, Tonghe Wang, Walter J. Curran, Tian Liu, Kristin Higgins, Xiaofeng Yang:
4D-CT Deformable Image Registration Using an Unsupervised Deep Convolutional Neural Network. AIRT@MICCAI 2019: 26-33 - [c13]Yang Lei, Tonghe Wang, Joseph Harms, Yabo Fu, Xue Dong, Walter J. Curran, Tian Liu, Xiaofeng Yang:
CBCT-Based Synthetic MRI Generation for CBCT-Guided Adaptive Radiotherapy. AIRT@MICCAI 2019: 154-161 - [c12]Yang Lei, Tonghe Wang, Yingzi Liu, Kristin Higgins, Sibo Tian, Tian Liu, Hui Mao, Hyunsuk Shim, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang:
MRI-based synthetic CT generation using deep convolutional neural network. Medical Imaging: Image Processing 2019: 109492T - [c11]Bo Wang, Yang Lei, Tonghe Wang, Xue Dong, Sibo Tian, Xiaojun Jiang, Ashesh B. Jani, Tian Liu, Walter J. Curran, Pretesh Patel, Xiaofeng Yang:
Automated prostate segmentation of volumetric CT images using 3D deeply supervised dilated FCN. Medical Imaging: Image Processing 2019: 109492S - [i1]Yabo Fu, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Deep Learning in Medical Image Registration: A Review. CoRR abs/1912.12318 (2019) - 2018
- [c10]Yang Lei, Hui-Kuo Shu, Sibo Tian, Tonghe Wang, Tian Liu, Hui Mao, Hyunsuk Shim, Walter J. Curran, Xiaofeng Yang:
Pseudo CT Estimation using Patch-based Joint Dictionary Learning. EMBC 2018: 5150-5153 - 2017
- [c9]Xiaofeng Yang, Yang Lei, Hui-Kuo Shu, Peter Rossi, Hui Mao, Hyunsuk Shim, Walter J. Curran, Tian Liu:
Pseudo CT estimation from MRI using patch-based random forest. Medical Imaging: Image Processing 2017: 101332Q - 2016
- [c8]Xiaofeng Yang, Ashesh B. Jani, Peter J. Rossi, Hui Mao, Walter J. Curran, Tian Liu:
Patch-based label fusion for automatic multi-atlas-based prostate segmentation in MR images. Medical Imaging: Image-Guided Procedures 2016: 978621 - [c7]Xiaofeng Yang, Ashesh B. Jani, Peter J. Rossi, Hui Mao, Walter J. Curran, Tian Liu:
A MRI-CT prostate registration using sparse representation technique. Medical Imaging: Image-Guided Procedures 2016: 978627 - [c6]Xiaofeng Yang, Peter Rossi, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu:
3D Transrectal Ultrasound (TRUS) prostate segmentation based on optimal feature learning framework. Medical Imaging: Image Processing 2016: 97842F - 2015
- [c5]Xiaofeng Yang, Peter Rossi, Hui Mao, Ashesh B. Jani, Tomi Ogunleye, Walter J. Curran, Tian Liu:
A MR-TRUS registration method for ultrasound-guided prostate interventions. Medical Imaging: Image-Guided Procedures 2015: 94151Y - [c4]Xiaofeng Yang, Peter Rossi, Ashesh B. Jani, Hui Mao, Tomi Ogunleye, Walter J. Curran, Tian Liu:
A 3D neurovascular bundles segmentation method based on MR-TRUS deformable registration. Medical Imaging: Image Processing 2015: 941319 - 2014
- [c3]Xiaofeng Yang, Peter Rossi, Tomi Ogunleye, Ashesh B. Jani, Walter J. Curran, Tian Liu:
A new CT prostate segmentation for CT-based HDR brachytherapy. Medical Imaging: Image-Guided Procedures 2014: 90362K - 2013
- [c2]Guanghui Cheng, Xiaofeng Yang, Ning Wu, Zhijian Xu, Hongfu Zhao, Yuefeng Wang, Tian Liu:
Multi-atlas-based segmentation of the parotid glands of MR images in patients following head-and-neck cancer radiotherapy. Medical Imaging: Computer-Aided Diagnosis 2013: 86702Q
2000 – 2009
- 2008
- [c1]Tian Liu, Jun Zhou, K. Sunshine Osterman, Pengpeng Zhang, Shermian A. Woodhouse, Peter B. Schiff, Gerald J. Kutcher:
Measurements of Radiation-Induced Skin Changes in Breast-Cancer Radiation Therapy Using Ultrasonic Imaging. BMEI (2) 2008: 718-722
Coauthor Index
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