Tian Liu

According to our database, Tian Liu authored at least 120 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI.

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

CoRR, 2023

Cycle-guided Denoising Diffusion Probability Model for 3D Cross-modality MRI Synthesis.

Shaoyan Pan, Chih-Wei Chang, Junbo Peng, Jiahan Zhang, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Tian Liu, Hui Mao, Xiaofeng Yang

CoRR, 2023

Deep learning-based multi-organ CT segmentation with adversarial data augmentation.

Shaoyan Pan, Shao-Yuan Lo, Min Huang, Chaoqiong Ma, Jacob F. Wynne, Tonghe Wang, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2023: Image Processing, 2023

Multi-organ CT segmentation using shifted-window multilayer perceptron mixer.

Shaoyan Pan, Jacob F. Wynne, Mingzhe Hu, Tonghe Wang, Justin Roper, Pretesh Patel, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2023: Image-Guided Procedures, 2023

Deformable image registration of chest CT using deep cycle network.

Luke Matkovic, Yang Lei, Yabo Fu, Tonghe Wang, Aparna H. Kesarwala, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2023: Image-Guided Procedures, 2023

Quantitative ultrasound radiomics for monitoring radiation-induced toxicity following breast radiotherapy.

Jing Wang, Boran Zhou, Mylin A. Torres, Xiaofeng Yang, Tian Liu

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Prostate Gleason score prediction via MRI using capsule network.

Yuheng Li, Jing Wang, Mingzhe Hu, Pretesh Patel, Hui Mao, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

A vision-GNN framework for retinopathy classification using optical coherence tomography.

Mingzhe Hu, Jing Wang, Jacob F. Wynne, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Multi-structure segmentation on cardiac MRI using multilayer perceptron mixer network.

Shaoyan Pan, Chaoqiong Ma, Chih-Wei Chang, Jacob F. Wynne, Justin Roper, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

Multi-parametric MRI radiomics analysis with ensemble learning for prostate lesion classification.

Yuheng Li, Jing Wang, Chih-Wei Chang, Pretsh Patel, Ashesh B. Jani, Hui Mao, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

End-to-end brain tumor detection using a graph-feature-based classifier.

Mingzhe Hu, Jing Wang, Chih-Wei Chang, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

A deep-learning-based geographic attention model for body composition tissue segmentation.

Jian Dai, Jayaram K. Udupa, Drew A. Torigian, Yubing Tong, Pengju Nie, Jing Zhang, Ran Li, Shiwei Han, Tian Liu

Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

Quantification of radiation damage for proton craniospinal irradiation using magnetic resonance imaging.

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

Proceedings of the Medical Imaging 2023: Biomedical Applications in Molecular, 2023

2022

Review of Machine Learning in Lung Ultrasound in COVID-19 Pandemic.

Jing Wang, Xiaofeng Yang, Boran Zhou, James J. Sohn, Jun Zhou, Jesse T. Jacob, Kristin Higgins, Jeffrey D. Bradley, Tian Liu

J. Imaging, 2022

Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory.

Yupei Zhang, Xianjin Dai, Zhen Tian, Yang Lei, Jacob F. Wynne, Pretesh Patel, Yue Chen, Tian Liu, Xiaofeng Yang

CoRR, 2022

Deformable Image Registration using Unsupervised Deep Learning for CBCT-guided Abdominal Radiotherapy.

Huiqiao Xie, Yang Lei, Yabo Fu, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Pretesh Patel, Tian Liu, Xiaofeng Yang

CoRR, 2022

Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions.

Mingzhe Hu, Jiahan Zhang, Luke Matkovic, Tian Liu, Xiaofeng Yang

CoRR, 2022

Iterative material decomposition with gradient L0-norm minimization for dual-energy CT.

Qian Wang, Huiqiao Xie, Tonghe Wang, Justin Roper, Xiangyang Tang, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Image Processing, 2022

A deep learning approach to transform two orthogonal X-ray images to volumetric images for image-guided proton therapy.

Chih-Wei Chang, Yang Lei, Tonghe Wang, Jun Zhou, Liyong Lin, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Image Processing, 2022

Deep-learning-based markerless tumor localization using 2D KV/MV image.

Yang Lei, Zhen Tian, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Image Processing, 2022

Deep-learning-based modulated radiotherapy dose plan prediction with integration of non-modulated dose distribution.

Shadab Momin, Yang Lei, Jiahan Zhang, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Pretesh Patel, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Deep learning based volume-to-slice MRI registration via intentional overfitting.

Yabo Fu, Yang Lei, Tonghe Wang, Marian Axente, Justin Roper, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Automated CT segmentation for rapid assessment of anatomical variations in head-and-neck radiation therapy.

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

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Using orthogonal 2D kV images for target localization via central matching networks.

Chih-Wei Chang, Yang Lei, Tonghe Wang, Liyong Lin, Jun Zhou, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

Fast 3D imaging via deep learning for deep inspiration breath-hold lung radiotherapy.

Yang Lei, Zhen Tian, Tonghe Wang, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022

High-resolution MR imaging using self-supervised parallel network.

Huiqiao Xie, Yang Lei, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Tian Liu, Hui Mao, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

CVT-Vnet: a convolutional-transformer model for head and neck multi-organ segmentation.

Shaoyan Pan, Zhen Tian, Yang Lei, Tonghe Wang, Jun Zhou, Mark McDonald, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Deep learning-based longitudinal CT registration for anatomy variation assessment during radiotherapy.

Yabo Fu, Yang Lei, Zhen Tian, Tonghe Wang, Xianjin Dai, Jun Zhou, Mark McDonald, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Neurovascular bundles segmentation on MRI via hierarchical object activation network.

Yang Lei, Tonghe Wang, Justin Roper, Sibo Tian, Pretesh Patel, Jeffrey D. Bradley, Ashesh B. Jani, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Deep learning-based contrast-enhanced MRI using cascade networks with local supervision.

Huiqiao Xie, Yang Lei, Tonghe Wang, Marian Axente, Justin Roper, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Deep-learning-based extraprostatic nodal lesion segmentation on 18F-fluciclovine PET.

Tonghe Wang, Yang Lei, Eduard Schreibmann, Justin Roper, David M. Schuster, Jeffrey D. Bradley, Tian Liu, Ashesh B. Jani, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

CBCT lung multi-OAR segmentation via hierarchical network.

Richard L. J. Qiu, Yang Lei, Joseph Shelton, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Aparna H. Kesarwala, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Male pelvic multi-organ segmentation using V-transformer network.

Shaoyan Pan, Yang Lei, Tonghe Wang, Jacob F. Wynne, Justin Roper, Ashesh B. Jani, Pretesh Patel, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

CT-based volumetric strain imaging via a deep learning registration framework.

Yabo Fu, Yang Lei, Tonghe Wang, Justin Roper, Marian Axente, Jeffrey D. Bradley, Tian Liu, Kristin Higgins, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Brain multi-parametric MRI tumor subregion segmentation via hierarchical substructural activation network.

Yang Lei, Shadab Momin, Zhen Tian, Justin Roper, Jolinta Lin, Shannon Kahn, Hui-Kuo Shu, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

Longitudinal deformable MRI registration via dual-feasible deep learning-based framework.

Yang Lei, Yabo Fu, Justin Roper, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2022: Biomedical Applications in Molecular, 2022

2021

Biomechanically constrained non-rigid MR-TRUS prostate registration using deep learning based 3D point cloud matching.

Yabo Fu, Yang Lei, Tonghe Wang, Pretesh Patel, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang

Medical Image Anal., 2021

Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review.

Mingquan Lin, Jacob F. Wynne, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang

CoRR, 2021

Deep learning-based deformable image registration of inter-fraction CBCT images for adaptive radiation therapy.

Huiqiao Xie, Yang Lei, Tonghe Wang, Yabo Fu, Xiangyang Tang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Lung tumor segmentation of PET/CT using dual pyramid mask R-CNN.

Tonghe Wang, Yang Lei, Sibo Tian, Tian Liu, Walter J. Curran, Kristin Higgins, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Multi-organ segmentation on head and neck dual-energy CT using Deep Neural Networks.

Tonghe Wang, Yang Lei, Mark McDonald, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Chest CBCT-based synthetic CT using cycle-consistent adversarial network with histogram matching.

Richard L. J. Qiu, Yang Lei, Aparna H. Kesarwala, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Daily cone-beam CT multi-organ segmentation for prostate adaptive radiotherapy.

Yabo Fu, Yang Lei, Tonghe Wang, Sibo Tian, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Synthetic CT-based multi-organ segmentation in cone beam CT for adaptive pancreatic radiotherapy.

Xianjin Dai, Yang Lei, James Janopaul-Naylor, Tonghe Wang, Justin Roper, Jun Zhou, Walter J. Curran, Tian Liu, Pretesh Patel, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Deep learning-based 3D image generation using a single 2D projection image.

Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Prostate dose prediction in HDR Brachytherapy using unsupervised multi-atlas fusion.

Yang Lei, Yabo Fu, Tonghe Wang, Walter J. Curran, Tian Liu, Pretesh Patel, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Ultrasound multi-needle detection using deep attention U-Net with TV regularizations.

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

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Radiation dose prediction for pancreatic stereotactic body radiotherapy via convention neural networks.

Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

CT-MRI pelvic deformable registration via deep learning.

Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Abdominal CT-CBCT deformable image registration using Deep Neural Network with directional local structural similarity.

Yabo Fu, Yang Lei, Tonghe Wang, Jun Zhou, Pretesh Patel, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Deep learning-based multi-catheter reconstruction for MRI-guided HDR prostate brachytherapy.

Xianjin Dai, Yang Lei, Yupei Zhang, Tonghe Wang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Synthetic MRI-aided multi-organ segmentation in head-and-neck cone beam CT.

Xianjin Dai, Yang Lei, Tonghe Wang, Jun Zhou, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Deep learning-based volumetric image generation from projection imaging for prostate radiotherapy.

Xianjin Dai, Yang Lei, Zhen Tian, Tonghe Wang, Tian Liu, Walter J. Curran, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Region proposal network for multi-organ segmentation in CT for pancreatic radiotherapy.

Xianjin Dai, Yang Lei, James Janopaul-Naylor, Tonghe Wang, Justin Roper, Tian Liu, Walter J. Curran, Pretesh Patel, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Multi-organ segmentation of male pelvic CT using dual attention networks.

Yang Lei, Tonghe Wang, Sibo Tian, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Image-Guided Procedures, 2021

Region of interest discovery using discriminative concrete autoencoder for COVID-19 lung CT images.

Yupei Zhang, Yang Lei, Mingquan Lin, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

MRI-based prostate and dominant lesion segmentation using deep neural network.

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

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Deep learning-based deformable MRI-CBCT registration of male pelvic region.

Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Fully automated segmentation of brain tumor from multiparametric MRI using 3D context U-Net with deep supervision.

Mingquan Lin, Shadab Momin, Boran Zhou, Katherine Tang, Yang Lei, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Deformable MRI-CT liver image registration using convolutional neural network with modality independent neighborhood descriptors.

Yabo Fu, Yang Lei, Tonghe Wang, Jun Zhou, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Deep attention mask regional convolutional neural network for head-and-neck MRI multi-organ auto-delineation.

Xianjin Dai, Yang Lei, Tonghe Wang, Jun Zhou, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

4D cone-beam CT deformable registration using unsupervised spatial transformation network.

Tonghe Wang, Yang Lei, Zhen Tian, Matt Giles, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Contrast-enhanced MRI synthesis from non-contrast MRI using attention CycleGAN.

Tonghe Wang, Yang Lei, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Prostate and tumor segmentation on PET/CT using Dual Mask R-CNN.

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

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Post-op brain tumor bed detection and segmentation using 3D Mask R-CNN for dynamic magnetic resonance perfusion imaging.

Jiwoong Jason Jeong, Yang Lei, Karen Xu, Tian Liu, Hyunsuk Shim, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

A learning-based nonrigid MRI-CBCT image registration method for MRI-guided prostate cancer radiotherapy.

Yabo Fu, Yang Lei, Tonghe Wang, Pretesh Patel, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Residual mask scoring regional convolutional neural network for multi-organ segmentation in head-and-neck CT.

Xianjin Dai, Yang Lei, Tonghe Wang, Jun Zhou, Justin Roper, Mark McDonald, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Mask R-CNN-based tumor localization and segmentation in 4D Lung CT.

Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Deep learning-based denoising for magnetic resonance spectroscopy signals.

Yang Lei, Bing Ji, Tian Liu, Walter J. Curran, Hui Mao, Xiaofeng Yang

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

2020

Multi-Needle Detection in 3D Ultrasound Images Using Unsupervised Order-Graph Regularized Sparse Dictionary Learning.

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

IEEE Trans. Medical Imaging, 2020

Deep Learning in Multi-organ Segmentation.

Yang Lei, Yabo Fu, Tonghe Wang, Richard L. J. Qiu, Walter J. Curran, Tian Liu, Xiaofeng Yang

CoRR, 2020

Machine Learning in Quantitative PET Imaging.

Tonghe Wang, Yang Lei, Yabo Fu, Walter J. Curran, Tian Liu, Xiaofeng Yang

CoRR, 2020

Weakly non-rigid MR-TRUS prostate registration using fully convolutional and recurrent neural networks.

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

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Liver synthetic CT generation based on a dense-CycleGAN for MRI-only treatment planning.

Yingzi Liu, Yang Lei, Tonghe Wang, Jun Zhou, Liyong Lin, Tian Liu, Pretesh Patel, Walter J. Curran, Lei Ren, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Multi-organ segmentation in head and neck MRI using U-Faster-RCNN.

Yang Lei, Jun Zhou, Xue Dong, Tonghe Wang, Hui Mao, Mark McDonald, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Synthetic MRI-aided pelvic multi-organ segmentation in cone-beam computed tomography.

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

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Multi-modality MRI arbitrary transformation using unified generative adversarial networks.

Yang Lei, Yabo Fu, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Estimating standard-dose PET from low-dose PET with deep learning.

Yang Lei, Xue Dong, Tonghe Wang, Kristin Higgins, Tian Liu, Walter J. Curran, Hui Mao, Jonathan A. Nye, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Super-resolution magnetic resonance imaging reconstruction using deep attention networks.

Xiuxiu He, Yang Lei, Yabo Fu, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Automatic epicardial fat segmentation in cardiac CT imaging using 3D deep attention U-Net.

Xiuxiu He, Bangjun Guo, Yang Lei, Tonghe Wang, Tian Liu, Walter J. Curran, Longjiang Zhang, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Non-rigid MRI-CT image registration with unsupervised deepdlearning-based deformation prediction.

Yabo Fu, Yang Lei, Jun Zhou, Tonghe Wang, Ashesh B. Jani, Pretesh Patel, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Image Processing, 2020

An unsupervised deep learning approach for 4DCT lung deformable image registration.

Yabo Fu, Yang Lei, Tonghe Wang, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Cone-beam Computed Tomography (CBCT) and CT image registration aided by CBCT-based synthetic CT.

Yabo Fu, Yang Lei, Yingzi Liu, Tonghe Wang, Walter J. Curran, Tian Liu, Pretesh Patel, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Classification of lesion specific myocardial ischemia using cardiac computed tomography radiomics.

Xiuxiu He, Bangjun Guo, Tonghe Wang, Yang Lei, Tian Liu, Longjiang Zhang, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

3D thyroid segmentation in CT using self-attention convolutional neural network.

Xiuxiu He, Bangjun Guo, Yang Lei, Yingzi Liu, Tonghe Wang, Walter J. Curran, Longjiang Zhang, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Benign and malignant thyroid classification using computed tomography radiomics.

Bangjun Guo, Xiuxiu He, Tonghe Wang, Yang Lei, Walter J. Curran, Tian Liu, Longjiang Zhang, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Mask R-CNN based coronary artery segmentation in coronary computed tomography angiography.

Yabo Fu, Bangjun Guo, Yang Lei, Tonghe Wang, Tian Liu, Walter J. Curran, Longjiang Zhang, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Automatic brain arteriovenous malformations segmentation on contrast CT images using combined region proposal network and V-Net.

Yabo Fu, Yang Lei, Tonghe Wang, Xiaojun Jiang, Walter J. Curran, Tian Liu, Hui-Kuo Shu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Automatic detection of brain metastases using 3D mask R-CNN for stereotactic radiosurgery.

Yang Lei, Zhen Tian, Shannon Kahn, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Organ-at-Risk (OAR) segmentation in head and neck CT using U-RCNN.

Yang Lei, Joseph Harms, Xue Dong, Tonghe Wang, Xiangyang Tang, David S. Yu, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Multiparametric MRI-guided high-dose-rate prostate brachytherapy with focal dose boost to dominant intraprostatic lesions.

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

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Attenuation correction without structural images for PET imaging.

Yang Lei, Tonghe Wang, Xue Dong, Kristin Higgins, Tian Liu, Walter J. Curran, Hui Mao, Jonathon A. Nye, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

MRI-aided attenuation correction for PET imaging with deep learning.

Yang Lei, Xue Dong, Tonghe Wang, Kristin Higgins, Tian Liu, Walter J. Curran, Jonathan A. Nye, Hui Mao, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Multi-organ segmentation in pelvic CT images with CT-based synthetic MRI.

Yang Lei, Xue Dong, Sibo Tian, Tonghe Wang, Pretesh Patel, Walter J. Curran, Ashesh B. Jani, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Brain tumor segmentation using 3D mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging.

Jiwoong Jason Jeong, Yang Lei, Hui-Kuo Shu, Tian Liu, Liya Wang, Walter J. Curran, Hui Mao, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Left ventricular myocardium segmentation in coronary computed tomography angiography using 3D deep attention u-net.

Xiuxiu He, Bangjun Guo, Yang Lei, Joseph Harms, Tonghe Wang, Tian Liu, Longjiang Zhang, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Synthetic CT-aided MRI-CT image registration for head and neck radiotherapy.

Yabo Fu, Yang Lei, Jun Zhou, Tonghe Wang, David S. Yu, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Intensity non-uniformity correction in MR imaging using deep learning.

Xianjin Dai, Yang Lei, Yingzi Liu, Tonghe Wang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang

Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

2019

Deep Learning in Medical Image Registration: A Review.

Yabo Fu, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang

CoRR, 2019

Automated prostate segmentation of volumetric CT images using 3D deeply supervised dilated FCN.

Bo Wang, Yang Lei, Tonghe Wang, Xue Dong, Sibo Tian, Xiaojun Jiang, Ashesh B. Jani, Tian Liu, Walter J. Curran, Pretesh Patel, Xiaofeng Yang

Proceedings of the Medical Imaging 2019: Image Processing, 2019

MRI-based synthetic CT generation using deep convolutional neural network.

Yang Lei, Tonghe Wang, Yingzi Liu, Kristin Higgins, Sibo Tian, Tian Liu, Hui Mao, Hyunsuk Shim, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang

Proceedings of the Medical Imaging 2019: Image Processing, 2019

CBCT-Based Synthetic MRI Generation for CBCT-Guided Adaptive Radiotherapy.

Yang Lei, Tonghe Wang, Joseph Harms, Yabo Fu, Xue Dong, Walter J. Curran, Tian Liu, Xiaofeng Yang

Proceedings of the Artificial Intelligence in Radiation Therapy, 2019

4D-CT Deformable Image Registration Using an Unsupervised Deep Convolutional Neural Network.

Yang Lei, Yabo Fu, Joseph Harms, Tonghe Wang, Walter J. Curran, Tian Liu, Kristin Higgins, Xiaofeng Yang

Proceedings of the Artificial Intelligence in Radiation Therapy, 2019

Learning-based automatic segmentation on arteriovenous malformations from contract-enhanced CT images.

Tonghe Wang, Yang Lei, Ghazal Shafai-Erfani, Xiaojun Jiang, Xue Dong, Jun Zhou, Tian Liu, Walter J. Curran, Xiaofeng Yang, Hui-Kuo Shu

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Automatic MRI prostate segmentation using 3D deeply supervised FCN with concatenated atrous convolution.

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

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Automatic multi-organ segmentation in thorax CT images using U-Net-GAN.

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

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Machine-learning-based classification of Glioblastoma using MRI-based radiomic features.

Ge Cui, Jiwoong Jason Jeong, Yang Lei, Tonghe Wang, Tian Liu, Walter J. Curran, Hui Mao, Xiaofeng Yang

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

A learning-based automatic segmentation method on left ventricle in SPECT imaging.

Tonghe Wang, Yang Lei, Haipeng Tang, Joseph Harms, Cheng Wang, Tian Liu, Walter J. Curran, Weihua Zhou, Dianfu Li, Xiaofeng Yang

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Brain MRI classification based on machine learning framework with auto-context model.

Yang Lei, Yingzi Liu, Tonghe Wang, Sibo Tian, Xue Dong, Xiaojun Jiang, Tian Liu, Hui Mao, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

Machine-learning based classification of glioblastoma using dynamic susceptibility enhanced MR image.

Jiwoong Jason Jeong, Bing Ji, Yang Lei, Liya Wang, Tian Liu, Arif Ali, Walter J. Curran, Hui Mao, Xiaofeng Yang

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018

Pseudo CT Estimation using Patch-based Joint Dictionary Learning.

Yang Lei, Hui-Kuo Shu, Sibo Tian, Tonghe Wang, Tian Liu, Hui Mao, Hyunsuk Shim, Walter J. Curran, Xiaofeng Yang

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Pseudo CT estimation from MRI using patch-based random forest.

Xiaofeng Yang, Yang Lei, Hui-Kuo Shu, Peter Rossi, Hui Mao, Hyunsuk Shim, Walter J. Curran, Tian Liu

Proceedings of the Medical Imaging 2017: Image Processing, 2017

2016

3D Transrectal Ultrasound (TRUS) prostate segmentation based on optimal feature learning framework.

Xiaofeng Yang, Peter Rossi, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu

Proceedings of the Medical Imaging 2016: Image Processing, 2016

A MRI-CT prostate registration using sparse representation technique.

Xiaofeng Yang, Ashesh B. Jani, Peter J. Rossi, Hui Mao, Walter J. Curran, Tian Liu

Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Patch-based label fusion for automatic multi-atlas-based prostate segmentation in MR images.

Xiaofeng Yang, Ashesh B. Jani, Peter J. Rossi, Hui Mao, Walter J. Curran, Tian Liu

Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

2015

A 3D neurovascular bundles segmentation method based on MR-TRUS deformable registration.

Xiaofeng Yang, Peter Rossi, Ashesh B. Jani, Hui Mao, Tomi Ogunleye, Walter J. Curran, Tian Liu

Proceedings of the Medical Imaging 2015: Image Processing, 2015

A MR-TRUS registration method for ultrasound-guided prostate interventions.

Xiaofeng Yang, Peter Rossi, Hui Mao, Ashesh B. Jani, Tomi Ogunleye, Walter J. Curran, Tian Liu

Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

2014

A new CT prostate segmentation for CT-based HDR brachytherapy.

Xiaofeng Yang, Peter Rossi, Tomi Ogunleye, Ashesh B. Jani, Walter J. Curran, Tian Liu

Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

2013

Multi-atlas-based segmentation of the parotid glands of MR images in patients following head-and-neck cancer radiotherapy.

Guanghui Cheng, Xiaofeng Yang, Ning Wu, Zhijian Xu, Hongfu Zhao, Yuefeng Wang, Tian Liu

Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

2008

Measurements of Radiation-Induced Skin Changes in Breast-Cancer Radiation Therapy Using Ultrasonic Imaging.

Tian Liu, Jun Zhou, K. Sunshine Osterman, Pengpeng Zhang, Shermian A. Woodhouse, Peter B. Schiff, Gerald J. Kutcher

Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008