Search Results - "Feng, Aihui"

A 2D-3D hybrid convolutional neural network for lung lobe auto-segmentation on standard slice thickness computed tomography of patients receiving radiotherapy by Gu, Hengle, Gan, Wutian, Zhang, Chenchen, Feng, Aihui, Wang, Hao, Huang, Ying, Chen, Hua, Shao, Yan, Duan, Yanhua, Xu, Zhiyong

“…Accurate segmentation of lung lobe on routine computed tomography (CT) images of locally advanced stage lung cancer patients undergoing radiotherapy can help…”
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Radiation pneumonitis prediction after stereotactic body radiation therapy based on 3D dose distribution: dosiomics and/or deep learning-based radiomics features by Huang, Ying, Feng, Aihui, Lin, Yang, Gu, Hengle, Chen, Hua, Wang, Hao, Shao, Yan, Duan, Yanhua, Zhuo, Weihai, Xu, Zhiyong

“…Abstract Background This study was designed to establish radiation pneumonitis (RP) prediction models using dosiomics and/or deep learning-based radiomics…”
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A novel lung-avoidance planning strategy based on 4DCT ventilation imaging and CT density characteristics for stage III non-small-cell lung cancer patients by Feng, AiHui, Shao, Yan, Wang, Hao, Chen, Hua, Gu, HengLe, Duan, YanHua, Gan, WuTian, Xu, ZhiYong

“…Background Functional planning based merely on 4DCT ventilation imaging has limitations. In this study, we proposed a radiotherapy planning strategy based on…”
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Dosimetric comparison and biological evaluation of fixed-jaw intensity-modulated radiation therapy for T-shaped esophageal cancer by Chen, Hua, Huang, Ying, Wang, Hao, Shao, Yan, Yue, Ning J, Gu, Hengle, Duan, Yanhua, Feng, Aihui, Xu, Zhiyong

“…To evaluate the dosimetric and biological benefits of the fixed-jaw (FJ) intensity-modulated radiation therapy (IMRT) technique for patients with T-shaped…”
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Virtual Patient-Specific Quality Assurance of IMRT Using UNet++: Classification, Gamma Passing Rates Prediction, and Dose Difference Prediction by Huang, Ying, Pi, Yifei, Ma, Kui, Miao, Xiaojuan, Fu, Sichao, Chen, Hua, Wang, Hao, Gu, Hengle, Shao, Yan, Duan, Yanhua, Feng, Aihui, Wang, Jiyong, Cai, Ruxin, Zhuo, Weihai, Xu, Zhiyong

“…The dose verification in radiotherapy quality assurance (QA) is time-consuming and places a heavy workload on medical physicists. To provide a clinical tool to…”
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Investigation of Predictors to Achieve Acceptable Lung Dose in T-Shaped Upper and Middle Esophageal Cancer With IMRT and VMAT by Shao, Yan, Chen, Hua, Wang, Hao, Duan, Yanhua, Feng, Aihui, Huang, Ying, Gu, Hengle, Kong, Qing, Xu, Zhiyong

“…The purpose of this study is to investigate whether there are predictors and cutoff points that can predict the acceptable lung dose using intensity-modulated…”
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Account for the Full Extent of Esophagus Motion in Radiation Therapy Planning: A Preliminary Study of the IRV of the Esophagus by Feng, Aihui, Gu, Hengle, Chen, Hua, Shao, Yan, Wang, Hao, Duan, Yanhua, Huang, Ying, Zhou, Tao, Xu, Zhiyong

“…Accounting for esophagus motion in radiotherapy planning is an important basis for accurate assessment of toxicity. In this study, we calculated how much the…”
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Influence of Clinical and Tumor Factors on Interfraction Setup Errors With Rotation Correction for Vacuum Cushion in Lung Stereotactic Body Radiation Therapy by Chen, Hua, Liu, Lingxiang, Wang, Hao, Shao, Yan, Gu, Hengle, Duan, Yanhua, Feng, Aihui, Huang, Ying, Xu, Zhiyong

“…To explore the influence of clinical and tumor factors over interfraction setup errors with rotation correction for non-small cell lung cancer (NSCLC)…”
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Deep Learning for Patient-Specific Quality Assurance: Predicting Gamma Passing Rates for IMRT Based on Delivery Fluence Informed by log Files by Huang, Ying, Pi, Yifei, Ma, Kui, Miao, Xiaojuan, Fu, Sichao, Zhu, Zhen, Cheng, Yifan, Zhang, Zhepei, Chen, Hua, Wang, Hao, Gu, Hengle, Shao, Yan, Duan, Yanhua, Feng, Aihui, Zhuo, Weihai, Xu, Zhiyong

“…Objectives: In this study, we propose a deep learning-based approach to predict Intensity-modulated radiation therapy (IMRT) quality assurance (QA) gamma…”
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How Does the Gradient Measure of the Lung SBRT Treatment Plan Depend on the Tumor Volume and Shape? by Duan, Yanhua, Lin, Yang, Wang, Hao, Kang, Bodong, Feng, Aihui, Ma, Kui, Chen, Hua, Huang, Ying, Gu, Hengle, Shao, Yan, Zhou, Tao, Kong, Qing, Xu, Zhiyong

“…Gradient measure (GM) is a critical index related to normal tissue sparing in radiosurgery. This study aims to describe the dependence of GM on target volume…”
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Regression models for predicting physical and EQD2 plan parameters of two methods of hybrid planning for stage III NSCLC by Wang, Hao, Zhou, Yongkang, Gan, Wutian, Chen, Hua, Huang, Ying, Duan, Yanhua, Feng, Aihui, Shao, Yan, Gu, Hengle, Kong, Qing, Xu, Zhiyong

“…Abstract Background/purpose To establish regression models of physical and equivalent dose in 2 Gy per fraction (EQD 2 ) plan parameters of two kinds of hybrid…”
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A novel specific grading standard study of auto-segmentation of organs at risk in thorax: subjective-objective-combined grading standard by Ying, Yanchen, Wang, Hao, Chen, Hua, Cheng, Jianfan, Gu, Hengle, Shao, Yan, Duan, Yanhua, Feng, Aihui, Feng, Wen, Fu, Xiaolong, Quan, Hong, Xu, Zhiyong

“…To develop a novel subjective-objective-combined (SOC) grading standard for auto-segmentation for each organ at risk (OAR) in the thorax. A radiation…”
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Voxel-Level BED Corrected Dosimetric and Radiobiological Assessment of 2 Kinds of Hybrid Radiotherapy Planning Methods for Stage III NSCLC by Wang, Hao, Huang, Ying, Chen, Hua, Shao, Yan, Duan, Yanhua, Feng, Aihui, Gu, Hengle, Ma, Xiurui, Xu, Zhiyong, Kong, Qing, Zhou, Yongkang

“…Background/purpose: To access the comparative dosimetric and radiobiological advantages of two methods of intensity-modulated radiation therapy (IMRT)-based…”
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Dosimetric Comparison, Treatment Efficiency Estimation, and Biological Evaluation of Popular Stereotactic Radiosurgery Options in Treating Single Small Brain Metastasis by Duan, Yanhua, Cao, Hongbin, Wu, Boheng, Wu, Yinghui, Liu, Dong, Zhou, Lijun, Feng, Aihui, Wang, Hao, Chen, Hua, Gu, Hengle, Shao, Yan, Huang, Ying, Lin, Yang, Ma, Kui, Fu, Xiaolong, Fu, Hong, Kong, Qing, Xu, Zhiyong

“…This study aimed to show the advantages of each stereotactic radiosurgery (SRS) treatment option for single small brain metastasis among Gamma Knife (GK),…”
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Geometric and Dosimetric Changes in Tumor and Lung Tissue During Radiotherapy for Lung Cancer With Atelectasis by Chen, Hua, Shao, Yan, Gu, Xiaohua, Zheng, Zhijie, Wang, Hao, Gu, Hengle, Duan, Yanhua, Feng, Aihui, Huang, Ying, Gan, Wutian, Chen, Chongyang, Xu, Zhiyong

“…Background and Purpose This article retrospectively characterized the geometric and dosimetric changes in target and normal tissues during radiotherapy for…”
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AS-NeSt: A Novel 3D Deep Learning Model for Radiation Therapy Dose Distribution Prediction in Esophageal Cancer Treatment With Multiple Prescriptions by Duan, Yanhua, Wang, Jiyong, Wu, Puyu, Shao, Yan, Chen, Hua, Wang, Hao, Cao, Hongbin, Gu, Hengle, Feng, Aihui, Huang, Ying, Shen, Zhenjiong, Lin, Yang, Kong, Qing, Liu, Jun, Li, Hongxuan, Fu, Xiaolong, Yang, Zhangru, Cai, Xuwei, Xu, Zhiyong

“…Implementing artificial intelligence technologies allows for the accurate prediction of radiation therapy dose distributions, enhancing treatment planning…”
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Isotoxic investigation of 18F-FDG PET/CT-guided dose escalation with intensity-modulated radiotherapy for LA-NSCLC by Shao, Yan, Chen, Hua, Wang, Hao, Feng, Aihui, Huang, Ying, Kong, Qing, Xu, Zhiyong

“…This research compared differences of dosimetric and biological parameters between PET/CT-guided isotoxic SIB-IMRT plans and conventional radiotherapy plans…”
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Isotoxic investigation of 18 F-FDG PET/CT-guided dose escalation with intensity-modulated radiotherapy for LA-NSCLC by Shao, Yan, Chen, Hua, Wang, Hao, Feng, Aihui, Huang, Ying, Kong, Qing, Xu, Zhiyong

“…This research compared differences of dosimetric and biological parameters between PET/CT-guided isotoxic SIB-IMRT plans and conventional radiotherapy plans…”
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Prediction of Three-Dimensional Radiotherapy Optimal Dose Distributions for Lung Cancer Patients With Asymmetric Network by Shao, Yan, Zhang, Xiaoying, Wu, Ge, Gu, Qingtao, Wang, Jiyong, Ying, Yanchen, Feng, Aihui, Xie, Guotong, Kong, Qing, Xu, Zhiyong

“…The iterative design of radiotherapy treatment plans is time-consuming and labor-intensive. In order to provide a guidance to treatment planning, Asymmetric…”
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Improving CBCT image quality to the CT level using RegGAN in esophageal cancer adaptive radiotherapy by Wang, Hao, Liu, Xiao, Kong, Lingke, Huang, Ying, Chen, Hua, Ma, Xiurui, Duan, Yanhua, Shao, Yan, Feng, Aihui, Shen, Zhenjiong, Gu, Hengle, Kong, Qing, Xu, Zhiyong, Zhou, Yongkang

“…Objective This study aimed to improve the image quality and CT Hounsfield unit accuracy of daily cone-beam computed tomography (CBCT) using registration…”
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