Tian Liu

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 116

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Image Processing

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image-Guided Procedures

Publications

Jian Dai, Jayaram K. Udupa, Drew A. Torigian, Yubing Tong, Pengju Nie, Jing Zhang, Ran Li, Shiwei Han, Tian Liu
A deep-learning-based geographic attention model for body composition tissue segmentation. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Chih-Wei Chang, Matt Goette, Nadja Kadom, Yinan Wang, Jacob F. Wynne, Tonghe Wang, Tian Liu, Natia Esiashvili, Jun Zhou, Bree R. Eaton, Xiaofeng Yang
Quantification of radiation damage for proton craniospinal irradiation using magnetic resonance imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Mingzhe Hu, Jing Wang, Jacob F. Wynne, Tian Liu, Xiaofeng Yang
A vision-GNN framework for retinopathy classification using optical coherence tomography. Medical Imaging: Computer-Aided Diagnosis (2023)
Yuheng Li, Jing Wang, Chih-Wei Chang, Pretsh Patel, Ashesh B. Jani, Hui Mao, Tian Liu, Xiaofeng Yang
Multi-parametric MRI radiomics analysis with ensemble learning for prostate lesion classification. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Luke Matkovic, Yang Lei, Yabo Fu, Tonghe Wang, Aparna H. Kesarwala, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Deformable image registration of chest CT using deep cycle network. Medical Imaging: Image-Guided Procedures (2023)
Shaoyan Pan, Shao-Yuan Lo, Min Huang, Chaoqiong Ma, Jacob F. Wynne, Tonghe Wang, Tian Liu, Xiaofeng Yang
Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation. CoRR (2023)
Yuheng Li, Jing Wang, Mingzhe Hu, Pretesh Patel, Hui Mao, Tian Liu, Xiaofeng Yang
Prostate Gleason score prediction via MRI using capsule network. Medical Imaging: Computer-Aided Diagnosis (2023)
Jing Wang, Boran Zhou, Mylin A. Torres, Xiaofeng Yang, Tian Liu
Quantitative ultrasound radiomics for monitoring radiation-induced toxicity following breast radiotherapy. Medical Imaging: Computer-Aided Diagnosis (2023)
Shaoyan Pan, Shao-Yuan Lo, Min Huang, Chaoqiong Ma, Jacob F. Wynne, Tonghe Wang, Tian Liu, Xiaofeng Yang
Deep learning-based multi-organ CT segmentation with adversarial data augmentation. Medical Imaging: Image Processing (2023)
Yuheng Li, Jacob F. Wynne, Jing Wang, Richard L. J. Qiu, Justin Roper, Shaoyan Pan, Ashesh B. Jani, Tian Liu, Pretesh R. Patel, Hui Mao, Xiaofeng Yang
Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI. CoRR (2023)
Shaoyan Pan, Chaoqiong Ma, Chih-Wei Chang, Jacob F. Wynne, Justin Roper, Tian Liu, Xiaofeng Yang
Multi-structure segmentation on cardiac MRI using multilayer perceptron mixer network. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Shaoyan Pan, Chih-Wei Chang, Junbo Peng, Jiahan Zhang, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Tian Liu, Hui Mao, Xiaofeng Yang
Cycle-guided Denoising Diffusion Probability Model for 3D Cross-modality MRI Synthesis. CoRR (2023)
Shaoyan Pan, Jacob F. Wynne, Mingzhe Hu, Tonghe Wang, Justin Roper, Pretesh Patel, Tian Liu, Xiaofeng Yang
Multi-organ CT segmentation using shifted-window multilayer perceptron mixer. Medical Imaging: Image-Guided Procedures (2023)
Mingzhe Hu, Jing Wang, Chih-Wei Chang, Tian Liu, Xiaofeng Yang
End-to-end brain tumor detection using a graph-feature-based classifier. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2023)
Chih-Wei Chang, Yang Lei, Tonghe Wang, Jun Zhou, Liyong Lin, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
A deep learning approach to transform two orthogonal X-ray images to volumetric images for image-guided proton therapy. Medical Imaging: Image Processing (2022)
Yang Lei, Zhen Tian, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Deep-learning-based markerless tumor localization using 2D KV/MV image. Medical Imaging: Image Processing (2022)
Jing Wang, Xiaofeng Yang, Boran Zhou, James J. Sohn, Jun Zhou, Jesse T. Jacob, Kristin Higgins, Jeffrey D. Bradley, Tian Liu
Review of Machine Learning in Lung Ultrasound in COVID-19 Pandemic. J. Imaging 8 (3) (2022)
Yabo Fu, Yang Lei, Tonghe Wang, Justin Roper, Marian Axente, Jeffrey D. Bradley, Tian Liu, Kristin Higgins, Xiaofeng Yang
CT-based volumetric strain imaging via a deep learning registration framework. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Yang Lei, Yabo Fu, Justin Roper, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Longitudinal deformable MRI registration via dual-feasible deep learning-based framework. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Yang Lei, Tonghe Wang, Justin Roper, Sibo Tian, Pretesh Patel, Jeffrey D. Bradley, Ashesh B. Jani, Tian Liu, Xiaofeng Yang
Neurovascular bundles segmentation on MRI via hierarchical object activation network. Medical Imaging: Computer-Aided Diagnosis (2022)
Huiqiao Xie, Yang Lei, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Tian Liu, Hui Mao, Xiaofeng Yang
High-resolution MR imaging using self-supervised parallel network. Medical Imaging: Computer-Aided Diagnosis (2022)
Shaoyan Pan, Yang Lei, Tonghe Wang, Jacob F. Wynne, Justin Roper, Ashesh B. Jani, Pretesh Patel, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Male pelvic multi-organ segmentation using V-transformer network. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Yabo Fu, Yang Lei, Tonghe Wang, Marian Axente, Justin Roper, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Deep learning based volume-to-slice MRI registration via intentional overfitting. Medical Imaging: Image-Guided Procedures (2022)
Shadab Momin, Yang Lei, Jiahan Zhang, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Pretesh Patel, Tian Liu, Xiaofeng Yang
Deep-learning-based modulated radiotherapy dose plan prediction with integration of non-modulated dose distribution. Medical Imaging: Image-Guided Procedures (2022)
Shaoyan Pan, Zhen Tian, Yang Lei, Tonghe Wang, Jun Zhou, Mark McDonald, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
CVT-Vnet: a convolutional-transformer model for head and neck multi-organ segmentation. Medical Imaging: Computer-Aided Diagnosis (2022)
Richard L. J. Qiu, Yang Lei, Joseph Shelton, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Aparna H. Kesarwala, Xiaofeng Yang
CBCT lung multi-OAR segmentation via hierarchical network. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Tonghe Wang, Yang Lei, Eduard Schreibmann, Justin Roper, David M. Schuster, Jeffrey D. Bradley, Tian Liu, Ashesh B. Jani, Xiaofeng Yang
Deep-learning-based extraprostatic nodal lesion segmentation on 18F-fluciclovine PET. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Xianjin Dai, Yang Lei, Tonghe Wang, Zhen Tian, Jun Zhou, Mark McDonald, David S. Yu, Beth B. Ghavidel, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Automated CT segmentation for rapid assessment of anatomical variations in head-and-neck radiation therapy. Medical Imaging: Image-Guided Procedures (2022)
Qian Wang, Huiqiao Xie, Tonghe Wang, Justin Roper, Xiangyang Tang, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Iterative material decomposition with gradient L0-norm minimization for dual-energy CT. Medical Imaging: Image Processing (2022)
Mingzhe Hu, Jiahan Zhang, Luke Matkovic, Tian Liu, Xiaofeng Yang
Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions. CoRR (2022)
Yupei Zhang, Xianjin Dai, Zhen Tian, Yang Lei, Jacob F. Wynne, Pretesh Patel, Yue Chen, Tian Liu, Xiaofeng Yang
Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory. CoRR (2022)
Huiqiao Xie, Yang Lei, Tonghe Wang, Marian Axente, Justin Roper, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Deep learning-based contrast-enhanced MRI using cascade networks with local supervision. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Huiqiao Xie, Yang Lei, Yabo Fu, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Pretesh Patel, Tian Liu, Xiaofeng Yang
Deformable Image Registration using Unsupervised Deep Learning for CBCT-guided Abdominal Radiotherapy. CoRR (2022)
Yabo Fu, Yang Lei, Zhen Tian, Tonghe Wang, Xianjin Dai, Jun Zhou, Mark McDonald, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Deep learning-based longitudinal CT registration for anatomy variation assessment during radiotherapy. Medical Imaging: Computer-Aided Diagnosis (2022)
Yang Lei, Shadab Momin, Zhen Tian, Justin Roper, Jolinta Lin, Shannon Kahn, Hui-Kuo Shu, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Brain multi-parametric MRI tumor subregion segmentation via hierarchical substructural activation network. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Yang Lei, Zhen Tian, Tonghe Wang, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Fast 3D imaging via deep learning for deep inspiration breath-hold lung radiotherapy. Medical Imaging: Image-Guided Procedures (2022)
Chih-Wei Chang, Yang Lei, Tonghe Wang, Liyong Lin, Jun Zhou, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang
Using orthogonal 2D kV images for target localization via central matching networks. Medical Imaging: Image-Guided Procedures (2022)
Huiqiao Xie, Yang Lei, Tonghe Wang, Yabo Fu, Xiangyang Tang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang
Deep learning-based deformable image registration of inter-fraction CBCT images for adaptive radiation therapy. Medical Imaging: Image Processing (2021)
Yabo Fu, Yang Lei, Tonghe Wang, Jun Zhou, Pretesh Patel, Walter J. Curran, Tian Liu, Xiaofeng Yang
Abdominal CT-CBCT deformable image registration using Deep Neural Network with directional local structural similarity. Medical Imaging: Image-Guided Procedures (2021)
Yupei Zhang, Yang Lei, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang
Ultrasound multi-needle detection using deep attention U-Net with TV regularizations. Medical Imaging: Image-Guided Procedures (2021)
Yupei Zhang, Yang Lei, Mingquan Lin, Walter J. Curran, Tian Liu, Xiaofeng Yang
Region of interest discovery using discriminative concrete autoencoder for COVID-19 lung CT images. Medical Imaging: Computer-Aided Diagnosis (2021)
Xianjin Dai, Yang Lei, Tonghe Wang, Jun Zhou, Walter J. Curran, Tian Liu, Xiaofeng Yang
Deep attention mask regional convolutional neural network for head-and-neck MRI multi-organ auto-delineation. Medical Imaging: Computer-Aided Diagnosis (2021)
Mingquan Lin, Shadab Momin, Boran Zhou, Katherine Tang, Yang Lei, Walter J. Curran, Tian Liu, Xiaofeng Yang
Fully automated segmentation of brain tumor from multiparametric MRI using 3D context U-Net with deep supervision. Medical Imaging: Computer-Aided Diagnosis (2021)
Yang Lei, Tonghe Wang, Sibo Tian, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang
Multi-organ segmentation of male pelvic CT using dual attention networks. Medical Imaging: Image-Guided Procedures (2021)
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 (2021)
Yabo Fu, Yang Lei, Tonghe Wang, Sibo Tian, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang
Daily cone-beam CT multi-organ segmentation for prostate adaptive radiotherapy. Medical Imaging: Image Processing (2021)
Tonghe Wang, Yang Lei, Sibo Tian, Tian Liu, Walter J. Curran, Kristin Higgins, Xiaofeng Yang
Lung tumor segmentation of PET/CT using dual pyramid mask R-CNN. Medical Imaging: Image Processing (2021)
Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
Deep learning-based 3D image generation using a single 2D projection image. Medical Imaging: Image Processing (2021)
Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang
CT-MRI pelvic deformable registration via deep learning. Medical Imaging: Image-Guided Procedures (2021)
Xianjin Dai, Yang Lei, Tonghe Wang, Jun Zhou, Justin Roper, Mark McDonald, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang
Residual mask scoring regional convolutional neural network for multi-organ segmentation in head-and-neck CT. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Xianjin Dai, Yang Lei, Zhen Tian, Tonghe Wang, Tian Liu, Walter J. Curran, Xiaofeng Yang
Deep learning-based volumetric image generation from projection imaging for prostate radiotherapy. Medical Imaging: Image-Guided Procedures (2021)
Xianjin Dai, Yang Lei, Yupei Zhang, Tonghe Wang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang
Deep learning-based multi-catheter reconstruction for MRI-guided HDR prostate brachytherapy. Medical Imaging: Image-Guided Procedures (2021)
Xianjin Dai, Yang Lei, James Janopaul-Naylor, Tonghe Wang, Justin Roper, Jun Zhou, Walter J. Curran, Tian Liu, Pretesh Patel, Xiaofeng Yang
Synthetic CT-based multi-organ segmentation in cone beam CT for adaptive pancreatic radiotherapy. Medical Imaging: Image Processing (2021)
Tonghe Wang, Yang Lei, Zhen Tian, Matt Giles, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
4D cone-beam CT deformable registration using unsupervised spatial transformation network. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Tonghe Wang, Yang Lei, Olayinka A. Abiodun Ojo, Oladunni A. Akin-Akintayo, Akinyemi A. Akintayo, Walter J. Curran, Tian Liu, David M. Schuster, Xiaofeng Yang
MRI-based prostate and dominant lesion segmentation using deep neural network. Medical Imaging: Computer-Aided Diagnosis (2021)
Yang Lei, Bing Ji, Tian Liu, Walter J. Curran, Hui Mao, Xiaofeng Yang
Deep learning-based denoising for magnetic resonance spectroscopy signals. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Xianjin Dai, Yang Lei, Tonghe Wang, Jun Zhou, Walter J. Curran, Tian Liu, Xiaofeng Yang
Synthetic MRI-aided multi-organ segmentation in head-and-neck cone beam CT. Medical Imaging: Image-Guided Procedures (2021)
Yang Lei, Yabo Fu, Tonghe Wang, Walter J. Curran, Tian Liu, Pretesh Patel, Xiaofeng Yang
Prostate dose prediction in HDR Brachytherapy using unsupervised multi-atlas fusion. Medical Imaging: Image Processing (2021)
Yabo Fu, Yang Lei, Tonghe Wang, Pretesh Patel, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang
A learning-based nonrigid MRI-CBCT image registration method for MRI-guided prostate cancer radiotherapy. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Tonghe Wang, Yang Lei, Mark McDonald, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang
Multi-organ segmentation on head and neck dual-energy CT using Deep Neural Networks. Medical Imaging: Image Processing (2021)
Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang
Deep learning-based deformable MRI-CBCT registration of male pelvic region. Medical Imaging: Computer-Aided Diagnosis (2021)
Tonghe Wang, Yang Lei, Walter J. Curran, Tian Liu, Xiaofeng Yang
Contrast-enhanced MRI synthesis from non-contrast MRI using attention CycleGAN. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Tonghe Wang, Yang Lei, Oladunni O. Akin-Akintayo, Olayinka A. Abiodun Ojo, Akinyemi A. Akintayo, Walter J. Curran, Tian Liu, David M. Schuster, Xiaofeng Yang
Prostate and tumor segmentation on PET/CT using Dual Mask R-CNN. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Asesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang
Radiation dose prediction for pancreatic stereotactic body radiotherapy via convention neural networks. Medical Imaging: Image-Guided Procedures (2021)
Yabo Fu, Yang Lei, Tonghe Wang, Jun Zhou, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang
Deformable MRI-CT liver image registration using convolutional neural network with modality independent neighborhood descriptors. Medical Imaging: Computer-Aided Diagnosis (2021)
Xianjin Dai, Yang Lei, James Janopaul-Naylor, Tonghe Wang, Justin Roper, Tian Liu, Walter J. Curran, Pretesh Patel, Xiaofeng Yang
Region proposal network for multi-organ segmentation in CT for pancreatic radiotherapy. Medical Imaging: Image-Guided Procedures (2021)
Jiwoong Jason Jeong, Yang Lei, Karen Xu, Tian Liu, Hyunsuk Shim, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang
Post-op brain tumor bed detection and segmentation using 3D Mask R-CNN for dynamic magnetic resonance perfusion imaging. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
Mask R-CNN-based tumor localization and segmentation in 4D Lung CT. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Mingquan Lin, Jacob Wynne, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang
Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review. CoRR (2021)
Richard L. J. Qiu, Yang Lei, Aparna H. Kesarwala, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
Chest CBCT-based synthetic CT using cycle-consistent adversarial network with histogram matching. Medical Imaging: Image Processing (2021)
Yang Lei, Zhen Tian, Shannon Kahn, Walter J. Curran, Tian Liu, Xiaofeng Yang
Automatic detection of brain metastases using 3D mask R-CNN for stereotactic radiosurgery. Medical Imaging: Computer-Aided Diagnosis (2020)
Tonghe Wang, Yang Lei, Yabo Fu, Walter J. Curran, Tian Liu, Xiaofeng Yang
Machine Learning in Quantitative PET Imaging. CoRR (2020)
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)
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)
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)
Yabo Fu, Bangjun Guo, Yang Lei, Tonghe Wang, Tian Liu, Walter J. Curran, Longjiang Zhang, Xiaofeng Yang
Mask R-CNN based coronary artery segmentation in coronary computed tomography angiography. Medical Imaging: Computer-Aided Diagnosis (2020)
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)
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)
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)
Yang Lei, Yabo Fu, Tonghe Wang, Richard L. J. Qiu, Walter J. Curran, Tian Liu, Xiaofeng Yang
Deep Learning in Multi-organ Segmentation. CoRR (2020)
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)
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) (2020)
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)
Yabo Fu, Yang Lei, Tonghe Wang, Xiaojun Jiang, Walter J. Curran, Tian Liu, Hui-Kuo Shu, Xiaofeng Yang
Automatic brain arteriovenous malformations segmentation on contrast CT images using combined region proposal network and V-Net. Medical Imaging: Computer-Aided Diagnosis (2020)
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)
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)
Yang Lei, Joseph Harms, Xue Dong, Tonghe Wang, Xiangyang Tang, David S. Yu, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang
Organ-at-Risk (OAR) segmentation in head and neck CT using U-RCNN. Medical Imaging: Computer-Aided Diagnosis (2020)
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)
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)
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)
Xiuxiu He, Bangjun Guo, Tonghe Wang, Yang Lei, Tian Liu, Longjiang Zhang, Xiaofeng Yang
Classification of lesion specific myocardial ischemia using cardiac computed tomography radiomics. Medical Imaging: Computer-Aided Diagnosis (2020)
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)
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)
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)
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)
Bangjun Guo, Xiuxiu He, Tonghe Wang, Yang Lei, Walter J. Curran, Tian Liu, Longjiang Zhang, Xiaofeng Yang
Benign and malignant thyroid classification using computed tomography radiomics. Medical Imaging: Computer-Aided Diagnosis (2020)
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)
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)
Xiuxiu He, Bangjun Guo, Yang Lei, Yingzi Liu, Tonghe Wang, Walter J. Curran, Longjiang Zhang, Tian Liu, Xiaofeng Yang
3D thyroid segmentation in CT using self-attention convolutional neural network. Medical Imaging: Computer-Aided Diagnosis (2020)
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)

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Publication Activity (10 Years)

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Tian Liu