Tonghe Wang

Overview

Best Publications

• Deep learning in medical image registration: a review.

  Yabo Fu;Yang Lei;Tonghe Wang;Walter J Curran

  636
  Citations

• MRI-only based synthetic CT generation using dense cycle consistent generative adversarial networks.

  Yang Lei;Joseph Harms;Tonghe Wang;Yingzi Liu

  316
  Citations

• Automatic multiorgan segmentation in thorax CT images using U-net-GAN.

  Xue Dong;Yang Lei;Tonghe Wang;Matthew Thomas

  304
  Citations

• Paired cycle-GAN-based image correction for quantitative cone-beam computed tomography

  Joseph Harms;Yang Lei;Tonghe Wang;Rongxiao Zhang

  278
  Citations

• A review on medical imaging synthesis using deep learning and its clinical applications.

  Tonghe Wang;Yang Lei;Yabo Fu;Jacob F. Wynne

  257
  Citations

• A review of deep learning based methods for medical image multi-organ segmentation.

  Yabo Fu;Yang Lei;Tonghe Wang;Walter J. Curran

  246
  Citations

• Deeply supervised 3D fully convolutional networks with group dilated convolution for automatic MRI prostate segmentation

  Bo Wang;Bo Wang;Yang Lei;Sibo Tian;Tonghe Wang

  237
  Citations

• Synthetic MRI-aided multi-organ segmentation on male pelvic CT using cycle consistent deep attention network.

  Xue Dong;Yang Lei;Sibo Tian;Tonghe Wang

  191
  Citations

• Ultrasound prostate segmentation based on multidirectional deeply supervised V-Net

  Yang Lei;Sibo Tian;Xiuxiu He;Tonghe Wang

  170
  Citations

• Synthetic CT generation from non-attenuation corrected PET images for whole-body PET imaging.

  Xue Dong;Tonghe Wang;Yang Lei;Kristin Higgins

  164
  Citations

• Deep learning-based attenuation correction in the absence of structural information for whole-body positron emission tomography imaging.

  Xue Dong;Yang Lei;Tonghe Wang;Kristin Higgins

  158
  Citations

• Male Pelvic Multi-Organ Segmentation Aided by CBCT-based Synthetic MRI

  Yang Lei;Tonghe Wang;Sibo Tian;Xue Dong

  136
  Citations

• A learning-based automatic segmentation and quantification method on left ventricle in gated myocardial perfusion SPECT imaging: A feasibility study

  Tonghe Wang;Yang Lei;Haipeng Tang;Zhuo He

  130
  Citations

• CT prostate segmentation based on synthetic MRI-aided deep attention fully convolution network.

  Yang Lei;Xue Dong;Zhen Tian;Yingzi Liu

  127
  Citations

• Whole-body PET estimation from low count statistics using cycle-consistent generative adversarial networks

  Yang Lei;Xue Dong;Tonghe Wang;Kristin Higgins

  124
  Citations

• MRI-based treatment planning for proton radiotherapy: dosimetric validation of a deep learning-based liver synthetic CT generation method.

  Yingzi Liu;Yang Lei;Yinan Wang;Tonghe Wang

  124
  Citations

• LungRegNet: An unsupervised deformable image registration method for 4D-CT lung.

  Yabo Fu;Yang Lei;Tonghe Wang;Kristin Higgins

  122
  Citations

• Breast tumor segmentation in 3D automatic breast ultrasound using Mask scoring R-CNN.

  Yang Lei;Xiuxiu He;Jincao Yao;Tonghe Wang

  107
  Citations

• Evaluation of a deep learning-based pelvic synthetic CT generation technique for MRI-based prostate proton treatment planning.

  Yingzi Liu;Yang Lei;Yinan Wang;Ghazal Shafai-Erfani

  106
  Citations

• MRI-based treatment planning for liver stereotactic body radiotherapy: validation of a deep learning-based synthetic CT generation method

  Yingzi Liu;Yang Lei;Tonghe Wang;Oluwatosin Kayode

  103
  Citations

• 4D-CT deformable image registration using multiscale unsupervised deep learning.

  Yang Lei;Yabo Fu;Tonghe Wang;Yingzi Liu

  90
  Citations

• Machine learning in quantitative PET: A review of attenuation correction and low-count image reconstruction methods.

  Tonghe Wang;Yang Lei;Yabo Fu;Walter J. Curran

  75
  Citations

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

  Yabo Fu;Yang Lei;Tonghe Wang;Pretesh Patel

  46
  Citations

• MRI-based attenuation correction for brain PET/MRI based on anatomic signature and machine learning

  Xiaofeng Yang;Tonghe Wang;Yang Lei;Kristin Higgins

  44
  Citations

• CT-based multi-organ segmentation using a 3D self-attention U-net network for pancreatic radiotherapy

  Yingzi Liu;Yang Lei;Yabo Fu;Tonghe Wang

  42
  Citations

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

  Yupei Zhang;Xiuxiu He;Zhen Tian;Jiwoong Jason Jeong

  39
  Citations

• Label-driven magnetic resonance imaging (MRI)-transrectal ultrasound (TRUS) registration using weakly supervised learning for MRI-guided prostate radiotherapy.

  Qiulan Zeng;Yabo Fu;Zhen Tian;Yang Lei

  38
  Citations

• Dose evaluation of MRI-based synthetic CT generated using a machine learning method for prostate cancer radiotherapy.

  Ghazal Shafai-Erfani;Tonghe Wang;Yang Lei;Sibo Tian

  37
  Citations

• Head-and-neck organs-at-risk auto-delineation using dual pyramid networks for CBCT-guided adaptive radiotherapy.

  Xianjin Dai;Yang Lei;Tonghe Wang;Anees H Dhabaan

  35
  Citations

• Deep learning-based image quality improvement for low-dose computed tomography simulation in radiation therapy.

  Tonghe Wang;Yang Lei;Zhen Tian;Xue Dong

  34
  Citations

• Magnetic resonance imaging-based pseudo computed tomography using anatomic signature and joint dictionary learning.

  Yang Lei;Hui-Kuo Shu;Sibo Tian;Jiwoong Jason Jeong

  31
  Citations

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

  Bo Wang;Bo Wang;Yang Lei;Tonghe Wang;Xue Dong

  19
  Citations