Y. Lei

W. Curran, Xiaofeng Yang, Tian Liu, 2021, Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics.

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

Yang Lei, Zhen Tian, Tian Liu, 2020, IEEE Transactions on Medical Imaging.

Multimodal MRI Synthesis Using Unified Generative Adversarial Networks.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

Weakly supervised multi-needle detection in 3D ultrasound images with bidirectional convolutional sparse coding

Yang Lei, Tian Liu, Joseph Harms, 2020, Medical Imaging.

Multi-needle detection in 3D ultrasound images with sparse dictionary learning

Jiwoong Jeong, Yang Lei, Tian Liu, 2020, Medical Imaging.

Multi-organ auto-delineation in head-and-neck MRI for radiation therapy using regional convolutional neural network

W. Curran, Y. Lei, Tian Liu andXiaofengYang, 2022 .

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

Yang Lei, Xiaofeng Yang, Tian Liu, 2021, Medical Imaging.

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

A. Dhabaan, W. Curran, Xiaofeng Yang, 2021, Physics in medicine and biology.

Synthetic MRI-aided Head-and-Neck Organs-at-Risk Auto-Delineation for CBCT-guided Adaptive Radiotherapy.

Yang Lei, Tian Liu, Tonghe Wang, 2020, 2010.04275.

High quality proton portal imaging using deep learning for proton radiation therapy: a phantom study

Yang Lei, Xiaofeng Yang, Tian Liu, 2020, Biomedical physics & engineering express.

Artificial intelligence in tumor subregion analysis based on medical imaging: A review

Yang Lei, Xiaofeng Yang, Tian Liu, 2021, Journal of applied clinical medical physics.

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Physics in medicine and biology.

Head and neck multi-organ segmentation on dual-energy CT using dual pyramid convolutional neural networks

J. Roper, W. Curran, Xiaofeng Yang, 2021, Physics in medicine and biology.

Head and Neck Multi-Organ Auto-Segmentation on CT Images Aided by Synthetic MRI.

Yang Lei, Xiaofeng Yang, Yabo Fu, 2020, Medical physics.

Deep Learning in Multi-organ Segmentation pdf

Yabo Fu, Walter J. Curran, Xiaofeng Yang, 2020, ArXiv.

Male pelvic CT multi-organ segmentation using synthetic MRI-aided dual pyramid networks

W. Curran, Xiaofeng Yang, Tian Liu, 2021, Physics in medicine and biology.

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

Enhanced cardiac substructure sparing through knowledge-based treatment planning for non-small cell lung cancer radiotherapy

J. Roper, J. Bradley, Tian Liu, 2022, Frontiers in Oncology.

Machine-learning based classification of glioblastoma using delta-radiomic features derived from dynamic susceptibility contrast enhanced magnetic resonance images: Introduction.

Jiwoong Jeong, Yang Lei, Xiaofeng Yang, 2019, Quantitative imaging in medicine and surgery.

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

Yang Lei, Tian Liu, Bing Ji, 2019, Medical Imaging.

Machine-learning based classification of glioblastoma using delta-radiomic features derived from dynamic susceptibility contrast enhanced magnetic resonance images

Jiwoong Jeong, Yang Lei, Xiaofeng Yang, 2019 .

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

Yang Lei, Walter J Curran, Xiaofeng Yang, 2019, Physics in medicine and biology.

High-resolution CT image retrieval using sparse convolutional neural network

Tian Liu, Dong Xu, Yang Lei, 2018, Medical Imaging.

Knowledge‐based radiation treatment planning: A data‐driven method survey

Yang Lei, Tian Liu, Yabo Fu, 2020, Journal of applied clinical medical physics.

Multi-needle Localization with Attention U-Net in US-guided HDR Prostate Brachytherapy.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

Thyroid gland delineation in noncontrast-enhanced CTs using deep convolutional neural networks

W. Curran, Xiaofeng Yang, Tian Liu, 2020, Physics in medicine and biology.

MRI-based prostate and dominant lesion segmentation using cascaded scoring convolutional neural network.

J. Roper, D. Schuster, Tian Liu, 2022, Medical Physics (Lancaster).

Cascaded mutual enhancing networks for brain tumor subregion segmentation in multiparametric MRI

J. Roper, Z. Tian, J. Bradley, 2022, Physics in medicine and biology.

Fully Automated Segmentation of Brain Tumor from Multiparametric MRI Using 3D Context Deep Supervised U-Net.

Hesheng Wang, W. Curran, Xiaofeng Yang, 2021, Medical physics.

Synthetic dual-energy CT for MRI-only based proton therapy treatment planning using label-GAN

J. Roper, J. Bradley, W. Curran, 2021, Physics in medicine and biology.

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Journal of applied clinical medical physics.

Automatic Multi-Catheter Detection using Deeply Supervised Convolutional Neural Network in MRI-guided HDR Prostate Brachytherapy.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Physics in medicine and biology.

MRI-Based Proton Treatment Planning for Base of Skull Tumors.

Yang Lei, Xiaofeng Yang, Tian Liu, 2019, International journal of particle therapy.

MRI-based Treatment Planning for Proton Radiotherapy: Dosimetric Validation of a Deep Learning-based Liver Synthetic CT Generation Method

Tian Liu, Yang Lei, Jun Zhou, 2019, Physics in medicine and biology.

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Medical physics.

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

Tian Liu, Yang Lei, Sibo Tian, 2019, Medical physics.

MRI-based treatment planning for brain stereotactic radiosurgery: Dosimetric validation of a learning-based pseudo-CT generation method.

Tian Liu, Yang Lei, Xiaofeng Yang, 2019, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

CT-based Multi-organ Segmentation using a 3D Self-attention U-Net Network for Pancreatic Radiotherapy.

Xiangyang Tang, W. Curran, Xiaofeng Yang, 2020, Medical physics.

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Physics in medicine and biology.

Learning-based automatic segmentation of arteriovenous malformations on contrast CT images in brain stereotactic radiosurgery.

Jun Zhou, Yang Lei, Sibo Tian, 2019, Medical physics.

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

Yang Lei, Yi Fang, Sibo Tian, 2019, Medical Imaging.

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

Yang Lei, Xiaofeng Yang, Tian Liu, 2019, Journal of Nuclear Cardiology.

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

Ge Cui, Yang Lei, Tian Liu, 2019, Medical Imaging.

Deformable MR-CBCT Prostate Registration using Biomechanically Constrained Deep Learning Networks.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

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

Yang Lei, Xiaofeng Yang, Yabo Fu, 2021, Medical Imaging.

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Physics in medicine and biology.

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

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

Yang Lei, Joseph Harms, Tonghe Wang, 2019, AIRT@MICCAI.

Multiparametric MRI-guided dose boost to dominant intraprostatic lesions in CT-based High-dose-rate prostate brachytherapy.

Yang Lei, Xiaofeng Yang, Tian Liu, 2019, The British journal of radiology.

Deformable MRI-US image registration using biomechanically constrained shape matching network for image-guided prostate intervention

Yang Lei, Xiaofeng Yang, Yabo Fu, 2021, Medical Imaging.

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

Yang Lei, Zhen Tian, Yabo Fu, 2020, Physics in Medicine & Biology.

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

Yang Lei, Yabo Fu, Tonghe Wang, 2020, Medical Imaging: Image Processing.

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

Yang Lei, Sibo Tian, Xiaofeng Yang, 2019, Medical physics.

MRI Contrast Enhancement Synthesis Using Cascade Networks with Local Supervision.

J. Roper, J. Bradley, Tian Liu, 2022, Medical Physics (Lancaster).

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

Tian Liu, Yang Lei, Sibo Tian, 2018, Journal of medical imaging.

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics.

Deep learning-based low dose CT imaging

Yang Lei, Zhen Tian, Xue Dong, 2020 .

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Journal of medical imaging.

Automated coronary artery segmentation in Coronary Computed Tomography Angiography (CCTA) using deep learning neural networks

Yang Lei, Tian Liu, Yabo Fu, 2020, Medical Imaging.

Abdomen CT Multi-organ Segmentation Using Token-based MLP-Mixer.

J. Roper, Tian Liu, Y. Lei, 2022, Medical physics.

Male pelvic multi-organ segmentation using token-based transformer Vnet

J. Roper, J. Bradley, Tian Liu, 2022, Physics in Medicine and Biology.

Breast Tumor Segmentation in 3D Automatic Breast Ultrasound Using Mask Scoring R-CNN.

Yang Lei, Tian Liu, Dong Xu, 2020, Medical physics.

Mass density estimation based on single-energy computed tomography via deep learning

Tian Liu, Y. Lei, Tonghe Wang, 2023, Medical Imaging.

Synthetic CT-aided multi-organ segmentation for CBCT-guided adaptive pancreatic radiotherapy.

J. Roper, W. Curran, Xiaofeng Yang, 2021, Medical physics.

CT Prostate Segmentation Based on Synthetic MRI-aided Deep Attention Fully Convolution Network.

Yang Lei, Tian Liu, Zhen Tian, 2019, Medical physics.

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

Yang Lei, Walter J. Curran, Xiaofeng Yang, 2020, Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging.

Self-supervised Learning for Accelerated 3D High-resolution Ultrasound Imaging.

Dong-Guo Xu, W. Curran, Xiaofeng Yang, 2021, Medical physics.

Echocardiographic image segmentation using mutual boosting network

J. Roper, J. Bradley, Tian Liu, 2022, Medical Imaging.

Pelvic Multi-organ Segmentation on CBCT for Prostate Adaptive Radiotherapy.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

Prostate and dominant intraprostatic lesion segmentation on PET/CT using cascaded regional-net

Olayinka A. Abiodun Ojo, J. Roper, D. Schuster, 2021, Physics in medicine and biology.

Lung tumor segmentation in 4D CT images using motion convolutional neural networks.

J. Roper, Z. Tian, J. Bradley, 2021, Medical physics.

Male Pelvic Multi-Organ Segmentation on Transrectal Ultrasound Using Anchor-free Mask CNN.

J. Roper, W. Curran, Xiaofeng Yang, 2021, Medical physics.

Automated Left Ventricular Myocardium Segmentation Using 3D Deeply Supervised Attention U-Net for Coronary Computed Tomography Angiography.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

MRI-based pseudo CT synthesis using anatomical signature and alternating random forest with iterative refinement model

Tian Liu, Yang Lei, Sibo Tian, 2018, Journal of medical imaging.

Deep Learning Architecture Design for Multi-Organ Segmentation

Yang Lei, Xiaofeng Yang, Yabo Fu, 2021 .

Echocardiographic Image Multi-Structure Segmentation using Cardiac-SegNet.

J. Roper, J. Bradley, W. Curran, 2021, Medical Physics (Lancaster).

Automatic Delineation of Cardiac Substructures using a Region-Based Fully Convolutional Network.

J. Bradley, W. Curran, K. Higgins, 2021, Medical Physics (Lancaster).

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

Yang Lei, Yabo Fu, Tonghe Wang, 2020, Medical Image Anal..

Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory

Tian Liu, Zhen Tian, Y. Lei, 2022, Measurement science & technology.

Deep attentional GAN-based high-resolution ultrasound imaging

Yang Lei, Tian Liu, Zhen Tian, 2020, Medical Imaging.

Optimal virtual monoenergetic image in “TwinBeam” dual‐energy CT for organs‐at‐risk delineation based on contrast‐noise‐ratio in head‐and‐neck radiotherapy

Yang Lei, Xiaofeng Yang, Jonathan J. Beitler, 2019, Journal of applied clinical medical physics.

Ultra-low dose neck CT using adaptive iterative dose reduction 3 D ( AIDR 3 D ) technique integrated with automatic exposure control

X. Wang, Y. Lei, W. Zhang, 2018 .

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

Yang Lei, Sibo Tian, Xiaofeng Yang, 2021, Medical Imaging.

Learning-based dose prediction for pancreatic stereotactic body radiation therapy using dual pyramid adversarial network

J. Roper, J. Bradley, W. Curran, 2021, Physics in medicine and biology.

Multi-organ auto-delineation in head-and-neck MRI for radiation therapy using mask scoring regional convolutional neural network.

W. Curran, Xiaofeng Yang, Tian Liu, 2021, Physics in medicine and biology.

Cone-beam CT-derived relative stopping power map generation via deep learning for proton radiotherapy.

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, Medical physics.

Artificial intelligence in imaging of coronary artery disease: current applications and future perspective

G. Lu, Xiaofeng Yang, J. Jeong, 2022, Chinese Journal of Academic Radiology.

Medical Imaging Synthesis using Deep Learning and its Clinical Applications: A Review

Tian Liu, Yabo Fu, Tonghe Wang, 2020, 2004.10322.

Learning‐based CBCT correction using alternating random forest based on auto‐context model

Yang Lei, Xiaofeng Yang, Xiangyang Tang, 2018, Medical physics.

Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study

Yang Lei, Tian Liu, Zhen Tian, 2020, Physics in medicine and biology.

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

Cheng Wang, Yang Lei, Weihua Zhou, 2019, Medical Imaging.

MRI-based synthetic CT generation using deep convolutional neural network

Yang Lei, Sibo Tian, Tian Liu, 2019, Medical Imaging: Image Processing.

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

Yang Lei, Sibo Tian, Xiaofeng Yang, 2019, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

Attenuation and Scatter Correction for Whole-body PET Using 3D Generative Adversarial Networks

Yang Lei, Xiaofeng Yang, Hui Mao, 2019 .

Generative Adversarial Network for Image Synthesis

Tian Liu, Yang Lei, Tonghe Wang, 2020, 2012.15446.

Paired cycle-GAN based image correction for quantitative cone-beam CT.

Tian Liu, Yang Lei, Xiaofeng Yang, 2019, Medical physics.

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

Yang Lei, Sibo Tian, Tian Liu, 2019, Medical Imaging: Image Processing.

Intensity non-uniformity correction in MR imaging using residual cycle generative adversarial network

Yang Lei, Tian Liu, Tonghe Wang, 2020, Physics in medicine and biology.

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

Yang Lei, Tian Liu, Xiaofeng Yang, 2019, Physics in medicine and biology.

Automatic segmentation and quantification of epicardial adipose tissue from coronary computed tomography angiography

Yang Lei, Xiaofeng Yang, Yabo Fu, 2020, Physics in medicine and biology.

High through-plane resolution CT imaging with self-supervised deep learning

J. Roper, Xiangyang Tang, Z. Tian, 2021, Physics in medicine and biology.

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

Yang Lei, Jun Zhou, Yabo Fu, 2020, Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging.

Deep learning-based thoracic CBCT correction with histogram matching

Richard L. J. Qiu, J. Bradley, W. Curran, 2021, Biomedical physics & engineering express.

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

Yang Lei, Xue Dong, Tonghe Wang, 2020, Medical Imaging: Image Processing.

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

Yang Lei, Sibo Tian, Tian Liu, 2019, Medical Imaging.

A denoising algorithm for CT image using low-rank sparse coding

Tian Liu, Dong Xu, Yang Lei, 2018, Medical Imaging.

Learning-based synthetic dual energy CT imaging from single energy CT for stopping power ratio calculation in proton radiation therapy.

Xiaofeng Yang, Tonghe Wang, Jonathan J. Beitler, 2020, The British journal of radiology.

Synthesizing high-resolution CT from low-resolution CT using self-learning

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

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

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

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

Yang Lei, Joseph Harms, Tonghe Wang, 2019, AIRT@MICCAI.

Classification of lesion specific myocardial ischemia using cardiac computed tomography radiomics

Yang Lei, Tonghe Wang, Tian Liu, 2020, Medical Imaging.

Dosimetric study on learning-based cone-beam CT correction in adaptive radiation therapy.

Yang Lei, Sibo Tian, Xiaofeng Yang, 2019, Medical dosimetry : official journal of the American Association of Medical Dosimetrists.

MRI-based synthetic CT generation using semantic random forest with iterative refinement

Tian Liu, Yang Lei, Jun Zhou, 2019, Physics in medicine and biology.

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

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

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

Yang Lei, Yabo Fu, Tonghe Wang, 2020, Medical Imaging: Image Processing.

Automatic quantification of myocardium and pericardial fat from coronary computed tomography angiography: a multicenter study

W. Curran, Xiaofeng Yang, Tian Liu, 2020, European Radiology.

Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy

Yang Lei, Tian Liu, Zhen Tian, 2020, Physics in medicine and biology.

Pseudo CT estimation from MRI using patch-based random forest

Yang Lei, Tian Liu, Xiaofeng Yang, 2017, Medical Imaging.

Machine-learning-based Classification of Lower-grade gliomas and High-grade gliomas using Radiomic Features in Multi-parametric MRI

H. Shu, W. Curran, Xiaofeng Yang, 2019, 1911.10145.

Catheter position prediction using Deep-learning-based Multi-atlas registration for High-dose-rate prostate brachytherapy.

J. Roper, Xiaofeng Yang, Tian Liu, 2021, Medical physics.

Motion tracking in 3D ultrasound imaging based on Markov-like deep-learning-based deformable registration

Yang Lei, Xiaofeng Yang, Tian Liu, 2021, Medical Imaging.

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

Yang Lei, Xiaofeng Yang, Yabo Fu, 2021, Medical Imaging.

Weekly supervised convolutional long short-term memory neural networks for MR-TRUS registration

Jiwoong Jeong, Yang Lei, Tian Liu, 2020, Medical Imaging.

MRI classification using semantic random forest with auto-context model.

Sibo Tian, Xiaofeng Yang, Tian Liu, 2021, Quantitative imaging in medicine and surgery.

Air, bone and soft-tissue Segmentation on 3D brain MRI Using Semantic Classification Random Forest with Auto-Context Model

Yang Lei, Hui-Kuo Shu, Hui Mao, 2019, 1911.09264.

Machine Learning in Quantitative PET Imaging pdf

Yabo Fu, Walter J. Curran, Tian Liu, 2020, ArXiv.

Lesion segmentation on 18F-fluciclovine PET/CT images using deep learning

J. Roper, A. Jani, Y. Lei, 2023, Frontiers in Oncology.

Single energy CT-based mass density and relative stopping power estimation for proton therapy using deep learning method

J. Roper, Tian Liu, Y. Lei, 2023, Frontiers in oncology.

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

Yang Lei, Tonghe Wang, Walter J. Curran, 2020, Medical Imaging: Image Processing.

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

Yang Lei, Xiaofeng Yang, Tian Liu, 2021, Medical Imaging.

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

Yang Lei, Xiaofeng Yang, Yabo Fu, 2021, Medical Imaging.

Low dose PET imaging with CT-aided cycle-consistent adversarial networks

Yang Lei, Xiaofeng Yang, Tian Liu, 2020 .

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

Yang Lei, Tonghe Wang, Walter J. Curran, 2020, Medical Imaging: Image Processing.

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

Yang Lei, Xue Dong, Tonghe Wang, 2020, Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging.

Deep learning-based motion tracking using ultrasound images.

J. Roper, J. Bradley, W. Curran, 2021, Medical physics.

Denoising magnetic resonance spectroscopy (MRS) data using stacked autoencoder for improving signal-to-noise ratio and speed of MRS.

Bing Ji, Xiaofeng Yang, Tian Liu, 2023, Medical physics.

Denoising Magnetic Resonance Spectroscopy (MRS) Data Using Stacked Autoencoder for Improving Signal-to-Noise Ratio and Speed of MRS.

Junchang Wang, Bing Ji, Tian Liu, 2023, ArXiv.

Deformable lung 4DCT image registration via landmark-driven cycle network.

J. Roper, Tian Liu, Y. Lei, 2023, Medical physics.

Image quality improvement in cone-beam CT using deep learning

Yang Lei, Tian Liu, Joseph Harms, 2019, Medical Imaging.

Improving image quality of cone-beam CT using alternating regression forest

Tian Liu, Yang Lei, Xiaofeng Yang, 2018, Medical Imaging.