Automatic multi-organ segmentation in thorax CT images using U-Net-GAN. - Yang Lei 002; Yingzi Liu; Xue Dong; Sibo Tian; Tonghe Wang; Xiaojun Jiang; Kristin Higgins; Jonathan J. Beitler; David S. Yu; Tian Liu 004; Walter J. Curran; Yi Fang; et al. (Computer-Aided Diagnosis, 2019)

4D-CT Deformable Image Registration Using an Unsupervised Deep Convolutional Neural Network. - Yang Lei 002; Yabo Fu; Joseph Harms; Tonghe Wang; Walter J. Curran; Tian Liu 004; Kristin Higgins; Xiaofeng Yang 005 (AIRT@MICCAI, 2019)

MRI-based synthetic CT generation using deep convolutional neural network. - Yang Lei 002; Tonghe Wang; Yingzi Liu; Kristin Higgins; Sibo Tian; Tian Liu 004; Hui Mao; Hyunsuk Shim; Walter J. Curran; Hui-Kuo Shu; Xiaofeng Yang 005 (Image Processing, 2019)

MRI-aided attenuation correction for PET imaging with deep learning. - Yang Lei 002; Xue Dong; Tonghe Wang; Kristin Higgins; Tian Liu 004; Walter J. Curran; Jonathan A. Nye; Hui Mao; Xiaofeng Yang 005 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

Attenuation correction without structural images for PET imaging. - Yang Lei 002; Tonghe Wang; Xue Dong; Kristin Higgins; Tian Liu 004; Walter J. Curran; Hui Mao; Jonathon A. Nye; Xiaofeng Yang 005 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

An unsupervised deep learning approach for 4DCT lung deformable image registration. - Yabo Fu; Yang Lei 002; Tonghe Wang; Kristin Higgins; Jeffrey D. Bradley; Walter J. Curran; Tian Liu 004; Xiaofeng Yang 005 (Image Processing, 2020)

Estimating standard-dose PET from low-dose PET with deep learning. - Yang Lei 002; Xue Dong; Tonghe Wang; Kristin Higgins; Tian Liu 004; Walter J. Curran; Hui Mao; Jonathan A. Nye; Xiaofeng Yang 005 (Image Processing, 2020)

Mask R-CNN-based tumor localization and segmentation in 4D Lung CT. - Yang Lei 002; Zhen Tian; Tonghe Wang; Justin Roper; Kristin Higgins; Jeffrey D. Bradley; Walter J. Curran; Tian Liu 004; Xiaofeng Yang 005 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2021)

Deep learning-based 3D image generation using a single 2D projection image. - Yang Lei 002; Zhen Tian; Tonghe Wang; Justin Roper; Kristin Higgins; Jeffrey D. Bradley; Walter J. Curran; Tian Liu 004; Xiaofeng Yang 005 (Image Processing, 2021)

Chest CBCT-based synthetic CT using cycle-consistent adversarial network with histogram matching. - Richard L. J. Qiu; Yang Lei 002; Aparna H. Kesarwala; Kristin Higgins; Jeffrey D. Bradley; Walter J. Curran; Tian Liu 004; Xiaofeng Yang 005 (Image Processing, 2021)

Lung tumor segmentation of PET/CT using dual pyramid mask R-CNN. - Tonghe Wang; Yang Lei 002; Sibo Tian; Tian Liu 004; Walter J. Curran; Kristin Higgins; Xiaofeng Yang 005 (Image Processing, 2021)

CT-based volumetric strain imaging via a deep learning registration framework. - Yabo Fu; Yang Lei 002; Tonghe Wang; Justin Roper; Marian Axente; Jeffrey D. Bradley; Tian Liu 004; Kristin Higgins; Xiaofeng Yang 005 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

CBCT lung multi-OAR segmentation via hierarchical network. - Richard L. J. Qiu; Yang Lei 002; Joseph Shelton; Kristin Higgins; Jeffrey D. Bradley; Tian Liu 004; Aparna H. Kesarwala; Xiaofeng Yang 005 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

Fast 3D imaging via deep learning for deep inspiration breath-hold lung radiotherapy. - Yang Lei 002; Zhen Tian; Tonghe Wang; Marian Axente; Justin Roper; Kristin Higgins; Jeffrey D. Bradley; Tian Liu 004; Xiaofeng Yang 005 (Image-Guided Procedures, 2022)

Deep-learning-based markerless tumor localization using 2D KV/MV image. - Yang Lei 002; Zhen Tian; Richard L. J. Qiu; Tonghe Wang; Justin Roper; Kristin Higgins; Jeffrey D. Bradley; Tian Liu 004; Xiaofeng Yang 005 (Image Processing, 2022)

Review of Machine Learning in Lung Ultrasound in COVID-19 Pandemic. - Jing Wang 118; Xiaofeng Yang 005; Boran Zhou; James J. Sohn; Jun Zhou 025; Jesse T. Jacob; Kristin Higgins; Jeffrey D. Bradley; Tian Liu 004 (J. Imaging, 2022)

Deformable image registration of chest CT using deep cycle network. - Luke Matkovic; Yang Lei 002; Yabo Fu; Tonghe Wang; Aparna H. Kesarwala; Marian Axente; Justin Roper; Kristin Higgins; Jeffrey D. Bradley; Tian Liu 004; Xiaofeng Yang 005 (Image-Guided Procedures, 2023)