Automatic multiorgan segmentation in thorax <scp>CT</scp> images using U‐net‐<scp>GAN</scp>

Xue Dong, Yang Lei, Tonghe Wang, +5

Medical Physics

Iterative image‐domain decomposition for dual‐energy CT

Tianye Niu, Xue Dong, Michael Petrongolo, +1

Medical Physics

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

Xue Dong, Yang Lei, Tonghe Wang, +6

Physics in Medicine and Biology

Computed TomographyImage ReconstructionStructural InformationEngineeringPet-mri +22

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

Xue Dong, Yang Lei, Sibo Tian, +6

Radiotherapy and Oncology

Computed TomographyMale Pelvic CtEngineeringMedical ImagingDeep Learning +8

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

Xue Dong, Tonghe Wang, Yang Lei, +6

Physics in Medicine and Biology

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

Yang Lei, Xue Dong, Tonghe Wang, +6

Physics in Medicine and Biology

EngineeringMachine LearningLow Count StatisticsDiagnostic ImagingPositron Emission Tomography +20

Male pelvic multi-organ segmentation aided by CBCT-based synthetic MRI

Yang Lei, Tonghe Wang, Sibo Tian, +7

Physics in Medicine and Biology

Computed TomographyCbct ImagesRadiation OncologyDeep Attention NetworkImage Analysis +12

Combined iterative reconstruction and image-domain decomposition for dual energy CT using total-variation regularization

Xue Dong, Tianye Niu, Lei Zhu

Medical Physics

Deep Learning Radiomics of Preoperative Breast MRI for Prediction of Axillary Lymph Node Metastasis in Breast Cancer

Yanhong Chen, Lijun Wang, Xue Dong, +5

Journal of Digital Imaging

Radiation OncologyEngineeringMachine LearningMedical ImagingDeep Learning +13

Learning‐based <scp>CBCT</scp> correction using alternating random forest based on auto‐context model

Yang Lei, Xiangyang Tang, Kristin Higgins, +9

Medical Physics

Image ReconstructionEngineeringMachine LearningTreatment VerificationDiagnostic Imaging +23