Publications by authors named "Yaoying Liu"

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Fully automated intensity-modulated radiotherapy plans for rectal cancer based on deep learning predictions of three-dimensional dose distributions.
Yimei Liu, Lin Huang, Zixuan Leng, Meining Chen, Jun Zhang, Yaoying Liu

Quant Imaging Med Surg· December 2025

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Feasibility study of using CNN-GRU-Dense model for real-time liver tumor tracking during radiotherapy.
Payam Samadi Miandoab, Yaoying Liu, Xuying Shang, Tie Lv, Hui Jun Xu

Med Phys· October 2025

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Normal organ dose reduction by fluence map prediction plan adjustment.
Yaoying Liu, Yiru Peng, Qichao Zhou, Zhong Shen, Xuying Shang

Phys Med Biol· October 2025

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Technical note: A PBS source model based independent dose calculation frame on TOPAS MC.
Xuying Shang, Yaoying Liu, Xiaoyun Le, Zishen Wang, Xiaoqing Sun

Phys Med· September 2025

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Virtual-simulation boosted neural network dose calculation engine for intensity-modulated radiation therapy.
Zirong Li, Yaoying Liu, Xuying Shang, Huashan Sheng, Chuanbin Xie

Phys Eng Sci Med· June 2025

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An AI dose-influence matrix engine for robust pencil beam scanning protons therapy.
Yaoying Liu, Xuying Shang, Nan Li, Zishen Wang, Chunfeng Fang

Med Phys· March 2025

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A feasibility study of dose-band prediction in radiation therapy: Predicting a spectrum of plan dose.
Yaoying Liu, Zhaocai Chen, Qichao Zhou, Xuying Shang, Wei Zhao

Radiother Oncol· January 2025

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Enhanced 3D dose prediction for hypofractionated SRS (gamma knife radiosurgery) in brain tumor using cascaded-deep-supervised convolutional neural network.
Nan Li, Jinyuan Wang, Yanping Wang, Chunfeng Fang, Yaoying Liu

Phys Eng Sci Med· December 2024

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Dose prediction of CyberKnife Monte Carlo plan for lung cancer patients based on deep learning: robust learning of variable beam configurations.
Yuchao Miao, Jiwei Li, Ruigang Ge, Chuanbin Xie, Yaoying Liu

Radiat Oncol· November 2024

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A generalization performance study on the boosting radiotherapy dose calculation engine based on super-resolution.
Yewei Wang, Yaoying Liu, Yanlin Bai, Qichao Zhou, Shouping Xu

Z Med Phys· May 2024

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A qualitative study of improving megavoltage computed tomography image quality and maintaining dose accuracy using cycleGAN-based image synthesis.
Tie Lv, Chuanbin Xie, Yihang Zhang, Yaoying Liu, Gaolong Zhang

Med Phys· January 2024

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Three-dimensional dose prediction based on deep convolutional neural networks for brain cancer in CyberKnife: accurate beam modelling of homogeneous tissue.
Yuchao Miao, Ruigang Ge, Chuanbin Xie, Xiangkun Dai, Yaoying Liu

BJR Open· January 2024

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Commissioning dose computation model for proton source in pencil beam scanning therapy by convolution neural networks.
Yaoying Liu, Xuying Shang, Wei Zhao, Nan Li, Baolin Qu

Phys Med Biol· July 2023

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Tissues margin-based analytical anisotropic algorithm boosting method via deep learning attention mechanism with cervical cancer.
Bo Yang, Yaoying Liu, Zhaocai Chen, Zhiqun Wang, Qichao Zhou

Int J Comput Assist Radiol Surg· May 2023

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Accuracy Improvement Method Based on Characteristic Database Classification for IMRT Dose Prediction in Cervical Cancer: Scientifically Training Data Selection.
Yiru Peng, Yaoying Liu, Zhaocai Chen, Gaolong Zhang, Changsheng Ma

Front Oncol· March 2022

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Dose Prediction Using a Three-Dimensional Convolutional Neural Network for Nasopharyngeal Carcinoma With Tomotherapy.
Yaoying Liu, Zhaocai Chen, Jinyuan Wang, Xiaoshen Wang, Baolin Qu

Front Oncol· November 2021

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