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List of works by Xiaofeng Yang

3D Non-rigid Registration Using Surface and Local Salient Features for Transrectal Ultrasound Image-guided Prostate Biopsy

scientific article published on March 2011

3D Prostate Segmentation of Ultrasound Images Combining Longitudinal Image Registration and Machine Learning

scientific article published on February 2012

3D Transrectal Ultrasound (TRUS) Prostate Segmentation Based on Optimal Feature Learning Framework

scientific article published on 01 February 2016

3D Ultrasound Nakagami Imaging for Radiation-Induced Vaginal Fibrosis

scientific article published on 01 February 2014

A 3D Neurovascular Bundles Segmentation Method based on MR-TRUS Deformable Registration

scientific article published on 01 February 2015

A Denoising Algorithm for CT Image Using Low-rank Sparse Coding

scientific article published on 01 March 2018

A MR Brain Classification Method Based on Multiscale and Multiblock Fuzzy C-Means ⬇️

scientific article published on January 1, 2011

A MR-TRUS Registration Method for Ultrasound-Guided Prostate Interventions

scientific article published on 01 February 2015

A New CT Prostate Segmentation for CT-Based HDR Brachytherapy

scientific article

A Patch-based CBCT Scatter Artifact Correction Using Prior CT

scientific article published on 01 February 2017

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

scientific article published on 28 January 2019

A novel proton counting detector and method for the validation of tissue and implant material maps for Monte Carlo dose calculation

scientific article published on 09 December 2020

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

scientific article published on 11 December 2020

Apparent diffusion coefficient histogram analysis can evaluate radiation-induced parotid damage and predict late xerostomia degree in nasopharyngeal carcinoma

scientific article published on 26 July 2017

Apparent diffusion coefficient histogram shape analysis for monitoring early response in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy.

scientific article published on 22 October 2016

Automated left ventricular myocardium segmentation using 3D deeply supervised attention U-net for coronary computed tomography angiography; CT myocardium segmentation

scientific article published on 03 February 2020

Automated segmentation of the parotid gland based on atlas registration and machine learning: a longitudinal MRI study in head-and-neck radiation therapy

scientific article

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

scientific article published on 08 July 2020

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

scientific article published on 22 March 2019

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

scientific article published on 17 March 2020

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

scientific article published on 16 July 2020

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

scientific article published on 03 December 2019

Computation Methods for Biomedical Information Analysis

scientific article published on 01 November 2018

Content-oriented sparse representation (COSR) for CT denoising with preservation of texture and edge

scientific article published on 10 October 2018

Deep learning in medical image registration: a review

scientific article published on 27 March 2020

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

scientific article published on 02 March 2020

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

scientific article published on 24 October 2019

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

scientific article published on 20 October 2020

Deep morphology aided diagnosis network for segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black-blood vessel wall MRI

scientific article published on 14 October 2019

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

scientific article published on 19 February 2019

Diagnostic accuracy of ultrasonic histogram features to evaluate radiation toxicity of the parotid glands: a clinical study of xerostomia following head-and-neck cancer radiotherapy

scientific article

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

scientific article published on 01 February 2019

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

scientific article published on 01 April 2019

Early Changes of Irradiated Parotid Glands Evaluated by T1rho-Weighted Imaging: A Pilot Study

scientific article published on 01 May 2017

Early evaluation of irradiated parotid glands with intravoxel incoherent motion MR imaging: correlation with dynamic contrast-enhanced MR imaging.

scientific article

Early evaluation of radiation-induced parotid damage with diffusion kurtosis imaging: a preliminary study

scientific article published in January 2017

Evaluating early response of cervical cancer under concurrent chemo-radiotherapy by intravoxel incoherent motion MR imaging

scientific article published in January 2015

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

scientific article published on 21 October 2019

Full axillary lymph node dissection and increased breast epidermal thickness 1 year after radiation therapy for breast cancer

scientific article published on 08 November 2019

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

scientific article published on 07 January 2021

High-resolution CT Image Retrieval Using Sparse Convolutional Neural Network

scientific article published on 01 February 2018

High-resolution, ultrasound-guided, high-dose-rate, surface brachytherapy for basal cell carcinoma of the skin: A case report

scientific article published on 06 August 2018

Histogram analysis of apparent diffusion coefficient for monitoring early response in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy.

scientific article published in January 2017

Image-based Metal Artifact Reduction in X-ray Computed Tomography utilizing Local Anatomical Similarity

scientific article published on 01 February 2017

Impact of Regional Nodal Irradiation and Hypofractionated Whole-Breast Radiation on Long-Term Breast Retraction and Poor Cosmetic Outcome in Breast Cancer Survivors

scientific article published on 18 September 2019

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

scientific article published in January 2017

Improving Image Quality of Cone-Beam CT Using Alternating Regression Forest

scientific article published on 01 February 2018

Label-driven MRI-US registration using weakly-supervised learning for MRI-guided prostate radiotherapy

scientific article published on 24 April 2020

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

scientific article published on 11 December 2018

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

scientific article published on 21 May 2019

MRI-Based Proton Treatment Planning for Base of Skull Tumors

scientific article published on 30 September 2019

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

scientific article published on 07 January 2019

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

scientific article published on 01 October 2018

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

scientific article published on 05 April 2019

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

scientific article published on 14 August 2018

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

scientific article published on 20 June 2019

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

scientific article published on 16 July 2019

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

scientific article published on 12 June 2019

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

scientific article published on 01 October 2019

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

scientific article published on 01 July 2019

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

scientific article published on 01 July 2018

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

scientific article published on 09 April 2019

Neurovascular bundle-sparing radiotherapy for prostate cancer using MRI-CT registration: A dosimetric feasibility study

scientific article published on 13 October 2016

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

scientific article published on 28 January 2019

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

scientific article published on 17 July 2019

Patch-Based Label Fusion for Automatic Multi-Atlas-Based Prostate Segmentation in MR Images

scientific article published on 01 February 2016

Predicting and Early Monitoring Treatment Efficiency of Cervical Cancer Under Concurrent Chemoradiotherapy by Intravoxel Incoherent Motion Magnetic Resonance Imaging.

scientific article

Predictive and prognostic value of intravoxel incoherent motion (IVIM) MR imaging in patients with advanced cervical cancers undergoing concurrent chemo-radiotherapy.

scientific article published on 14 September 2017

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

scientific article

Pseudo CT Estimation using Patch-based Joint Dictionary Learning

scientific article published on 01 July 2018

Pseudo CT estimation from MRI using patch-based random forest

scientific article published on 01 February 2017

Quantitative Ultrasonic Nakagami Imaging of Neck Fibrosis After Head and Neck Radiation Therapy

scientific article published on 25 March 2015

Radiomics analysis using contrast-enhanced CT for preoperative prediction of occult peritoneal metastasis in advanced gastric cancer

scientific article published on 05 August 2019

Strain elastography as an early predictor of long-term prognosis in patients with locally advanced cervical cancers treated with concurrent chemoradiotherapy

scientific article published on 29 July 2019

Strain elastography imaging for early detection and prediction of tumor response to concurrent chemo-radiotherapy in locally advanced cervical cancer: feasibility study

scientific article

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

scientific article published on 04 November 2019

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

scientific article published on 17 October 2019

Texture Analysis as Imaging Biomarker for recurrence in advanced cervical cancer treated with CCRT

scientific article published on 30 July 2018

The Impact of Axillary Lymph Node Surgery on Breast Skin Thickening During and After Radiation Therapy for Breast Cancer

scientific article published on 23 January 2016

Three-dimensional power Doppler ultrasound in the early assessment of response to concurrent chemo-radiotherapy for advanced cervical cancer

scientific article published on 09 January 2017

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

scientific article published on 28 October 2020

Ultrasonic Nakagami-parameter characterization of parotid-gland injury following head-and-neck radiotherapy: a feasibility study of late toxicity

scientific article published on February 2014

Ultrasonic histogram assessment of early response to concurrent chemo-radiotherapy in patients with locally advanced cervical cancer: a feasibility study

scientific article published on 9 January 2018

Ultrasound 2D Strain Estimator Based on Image Registration for Ultrasound Elastography

scientific article published on March 2014

Ultrasound 2D strain measurement for arm lymphedema using deformable registration: A feasibility study.

scientific article published on 30 August 2017

Ultrasound GLCM texture analysis of radiation‐induced parotid‐gland injury in head‐and‐neck cancer radiotherapy: An in vivo study of late toxicity ⬇️

scientific article published on September 1, 2012

Ultrasound Histogram Assessment of Parotid Gland Injury Following Head-and-Neck Radiotherapy: A Feasibility Study ⬇️

scientific article published on July 3, 2012

Ultrasound prostate segmentation based on multidirectional deeply supervised V-Net

scientific article published on 29 May 2019

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

scientific article published on 04 November 2019

Whole-lesion ADC histogram and texture analysis in predicting recurrence of cervical cancer treated with CCRT.

scientific article published on 28 September 2017

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