Walter J. Curran

发表

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..

Mask R-CNN-based tumor localization and segmentation in 4D Lung CT

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

Synthetic dual energy CT imaging from single energy CT using deep attention neural network

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

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

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

Multi-organ segmentation of male pelvic CT using dual attention networks

Yang Lei, Sibo Tian, Xiaofeng Yang, 2021 .

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

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

Multi-organ segmentation on head and neck dual-energy CT using Deep Neural Networks

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

Prostate and tumor segmentation on PET/CT using Dual Mask R-CNN

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

Region proposal network for multi-organ segmentation in CT for pancreatic radiotherapy

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

Residual mask scoring regional convolutional neural network for multi-organ segmentation in head-and-neck CT

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

Deep Learning Architecture Design for Multi-Organ Segmentation

Yang Lei, Xiaofeng Yang, Yabo Fu, 2021 .

Lung tumor segmentation of PET/CT using dual pyramid mask R-CNN

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

Multi-needle detection in ultrasound image using max-margin mask R-CNN

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

Deep learning-based deformable MRI-CBCT registration of male pelvic region

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

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

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

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.

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

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

Deep learning-based self-high-resolution for 3D ultrasound imaging

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

Fully automated segmentation of brain tumor from multiparametric MRI using 3D context U-Net with deep supervision

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

Deep learning-based denoising for magnetic resonance spectroscopy signals

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

Generation of contrast-enhanced CT with residual cycle-consistent generative adversarial network (Res-CycleGAN)

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

Deep learning-based 3D image generation using a single 2D projection image

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

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

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

Automatic tumor segmentation in 3D automated breast ultrasound using convolutional neural network

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

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

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

Ultrasound GLCM texture analysis of radiation-induced acute toxicity following breast cancer radiotherapy

Xiaofeng Yang, Tian Liu, Mingquan Lin, 2021, Medical Imaging.

MRI-based prostate and dominant lesion segmentation using deep neural network

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

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

Yang Lei, Sibo Tian, Xiaofeng Yang, 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.

Deep attention mask regional convolutional neural network for head-and-neck MRI multi-organ auto-delineation

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

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

Yang Lei, Xiaofeng Yang, Tian Liu, 2021 .

A learning-based nonrigid MRI-CBCT image registration method for MRI-guided prostate cancer radiotherapy

Yang Lei, Xiaofeng Yang, Yabo Fu, 2021 .

Learning-Based Stopping Power Mapping on Dual-Energy CT for Proton Radiation Therapy

Yang Lei, Tian Liu, Xiaofeng Yang, 2020, International journal of particle therapy.

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

Yang Lei, Xiaofeng Yang, Tian Liu, 2020 .

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.

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.

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.

Xiaofeng Yang, Tian Liu, Jonathan J. Beitler, 2014, Academic radiology.

Radiomics in Cancer Radiotherapy: a Review

Jiwoong Jeong, Xiaofeng Yang, Hui Mao, 2019 .

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.

Integration of Intraoperative Ultrasound Volume Into CT-Based Treatment Planning in Prostate HDR Brachytherapy: A Pilot Study

Xiaofeng Yang, Tian Liu, Peter J. Rossi, 2013 .

CBCT-guided Prostate Adaptive Radiotherapy with CBCT-based Synthetic MRI and CT

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

A Novel Ultrasound-CT Deformable Registration Process Improves Physician Contouring during CT-based HDR Brachytherapy for Prostate Cancer

Xiaofeng Yang, Tian Liu, Ashesh B. Jani, 2014 .

MRI-based Proton Radiotherapy for Prostate Cancer Using Deep Convolutional Neural Networks

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

MRI-Based Synthetic CT for Radiation Treatment of Prostate Cancer

Yang Lei, Xiaofeng Yang, Tian Liu, 2018, International Journal of Radiation Oncology*Biology*Physics.

Ultrasound Histogram Assessment of Acute and Late Parotid Gland Injury Following Head-and-Neck Radiation Therapy

Xiaofeng Yang, Tian Liu, Jonathan J. Beitler, 2012 .

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 .

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.

National Institutes of Health Consensus Development Conference Statement: adjuvant therapy for breast cancer, November 1-3, 2000.

Robert J. Mayer, Walter J. Curran, J. Crowley, 2001, Journal of the National Cancer Institute.

Optimal Treatment Phase Selection Based on a 4DCT Deformable Registration for Stereotactic Body Radiation Therapy in Pancreatic Cancer

Xiaofeng Yang, Lei Zhu, Tian Liu, 2017 .

A Leaning-Based Method to Improve Cone Beam CT Image Quality for Adaptive Radiation Therapy

Yang Lei, Xiaofeng Yang, Tian Liu, 2017 .

A Learning-Based Method to Improve Pelvis Cone Beam CT Image Quality for Prostate Cancer Radiation Therapy

Yang Lei, Xiaofeng Yang, Tian Liu, 2018, International Journal of Radiation Oncology*Biology*Physics.

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.

Integration of MR Images Into Ultrasound for 3D Doppler Imaging of the Neurovascular Bundle in Prostate Radiation Therapy: A Pilot Study

Xiaofeng Yang, Tian Liu, Peter J. Rossi, 2014 .