H. Mao

发表

Fusion of Ultrasound Tissue-Typing Images with Multiparametric MRI for Image-guided Prostate Cancer Radiation Therapy

W. Curran, Xiaofeng Yang, Tian Liu, 2014 .

Prostate CT segmentation method based on nonrigid registration in ultrasound-guided CT-based HDR prostate brachytherapy.

Xiaofeng Yang, Tian Liu, Hui Mao, 2014, Medical physics.

High-resolution MR imaging using self-supervised parallel network

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

MRI-US Registration Using Label-driven Weakly-supervised Learning for Multiparametric MRI-guided HDR Prostate Brachytherapy

Yang Lei, Sibo Tian, Xiaofeng Yang, 2019, International Journal of Radiation Oncology*Biology*Physics.

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

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

MRI-based Material Mass Density and Relative Stopping Power Estimation via Deep Learning for Proton Therapy

J. Bradley, A. Sudhyadhom, Tian Liu, 2022, 2210.05804.

Multimodal MRI Synthesis Using Unified Generative Adversarial Networks.

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

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.

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.

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.

Radiomics in Cancer Radiotherapy: a Review

W. Curran, Xiaofeng Yang, H. Mao, 2019, 1910.02102.

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

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

A MRI-CT prostate registration using sparse representation technique

Tian Liu, Xiaofeng Yang, Hui Mao, 2016, SPIE Medical Imaging.

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.

3D transrectal ultrasound (TRUS) prostate segmentation based on optimal feature learning framework

Tian Liu, Xiaofeng Yang, Hui Mao, 2016, SPIE Medical Imaging.

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.

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

Richard L. J. Qiu, J. Roper, Tian Liu, 2023, ArXiv.

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

Tian Liu, H. Mao, A. Jani, 2023, Medical Imaging.

Prostate Gleason score prediction via MRI using capsule network

Tian Liu, H. Mao, Jing Wang, 2023, Medical Imaging.

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, Biomedical Applications in Molecular, Structural, and Functional Imaging.

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.

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..

Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model

Richard L. J. Qiu, J. Roper, H. Mao, 2023, ArXiv.

MRI-based synthetic CT generation using deep convolutional neural network

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

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

Yang Lei, Xiaofeng Yang, Hui Mao, 2019 .

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.

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

Richard L. J. Qiu, J. Roper, Tian Liu, 2023, ArXiv.

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

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

Machine Learning Assisted MRI Characterization for Diagnosis of Neonatal Acute Bilirubin Encephalopathy

Ge Cui, Xiaofeng Yang, Zhou Liu, 2019, Front. Neurol..

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

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

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

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

Improved prostate delineation in prostate HDR brachytherapy with TRUS‐CT deformable registration technology: A pilot study with MRI validation

Xiaofeng Yang, Tian Liu, Hui Mao, 2017, Journal of applied clinical medical physics.

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.

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

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

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

Tian Liu, Xiaofeng Yang, Hui Mao, 2015, Medical Imaging.

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

Xiaofeng Yang, Walter J. Curran, Ashesh B. Jani, 2016, SPIE 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.

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

Yang Lei, Xiaofeng Yang, Tian Liu, 2020 .

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.

Full-dose PET synthesis from low-dose PET using 2D high efficiency denoising diffusion probabilistic model

J. Roper, H. Mao, Tonghe Wang, 2024, Medical Imaging.

Full-dose PET Synthesis from Low-dose PET Using High-efficiency Diffusion Denoising Probabilistic Model

J. Roper, H. Mao, Tonghe Wang, 2023, ArXiv.