Head-And-Neck IMRT Auto-Planning Through Fluence Map Prediction Using Progressive Growing of Generative Adversarial Networks

被引：0

作者：

Li, X. ^{[1
]}

Wu, Q. J. ^{[1
]}

Wu, Q. ^{[1
]}

Wang, C. ^{[1
]}

Sheng, Y. ^{[1
]}

Wang, W. ^{[1
]}

Stephens, H. ^{[1
]}

Yin, F. ^{[1
]}

Ge, Y. ^{[2
]}

机构：

[1] Duke Univ, Med Ctr, Durham, NC USA

[2] Univ N Carolina, Charlotte, NC USA

来源：

MEDICAL PHYSICS | 2021年 / 48卷 / 06期

关键词：

D O I：

暂无

中图分类号：

R8 [特种医学]; R445 [影像诊断学];

学科分类号：

1002 ; 100207 ; 1009 ;

摘要：

TH-F-TRAC

引用

页数：1

共 37 条

[1] Evaluation of auto-planning in IMRT and VMAT for head and neck cancer
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Shen, Zhilei Liu
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Joshi, Nikhil
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Xia, Ping
JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2019, 20 (07): : 39 - 47
[2] Generative adversarial networks for head-and-neck cancer radiotherapy dose distribution prediction
Strijbis, V.
Gu, X.
Dahele, M.
Slotman, B.
Verbakel, W.
RADIOTHERAPY AND ONCOLOGY, 2023, 182 : S502 - S503
[3] A Lightweight Deep-Learning Model for Automatic IMRT Planning Via Fluence Map Prediction with a 2.5D Implementation: A Study of Head-And-Neck IMRT Application
Wang, C.
Li, X.
Sheng, Y.
Zhang, J.
Lafata, K.
Yin, F.
Wu, Q.
Ge, Y.
Wu, Q.
MEDICAL PHYSICS, 2020, 47 (06) : E330 - E330
[4] Assessment of DVH Prediction Model and Auto-Planning Module for Head and Neck VMAT Planning
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Lu, J.
Yin, Y.
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2019, 105 (01): : E788 - E788
[5] An Artificial Intelligence-Driven Agent for Rapid Head-And-Neck IMRT Plan Generation Using Conditional Generative Adversarial Networks (cGAN)
Li, X.
Sheng, Y.
Zhang, J.
Wang, W.
Yin, F.
Wu, Q.
Ge, Y.
Wu, Q.
Wang, C.
MEDICAL PHYSICS, 2020, 47 (06) : E284 - E285
[6] Dose distribution prediction for head-and-neck cancer radiotherapy using a generative adversarial network: influence of input data
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Strijbis, Victor I. J.
Slotman, Ben J.
Dahele, Max R.
Verbakel, Wilko F. A. R.
FRONTIERS IN ONCOLOGY, 2023, 13
[7] A Multi-Institutional Study Investigating the Performance of a Knowledge-Based Planning System Against Pinnacle Auto-Planning Engine in SIB-IMRT for the Head-And-Neck Cancer
Wu, B.
Kusters, M.
Kunze-busch, M.
Dijkema, T.
McNutt, T.
Sanguineti, G.
Pang, D.
MEDICAL PHYSICS, 2016, 43 (06) : 3723 - 3724
[8] Using OVH and IMRT Plan Data to Automate VMAT Planning: A Head-And-Neck Study
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MEDICAL PHYSICS, 2012, 39 (06) : 3597 - 3597
[9] Automatic IMRT Planning Via Static Field Fluence Prediction (AIP-SFFP): A Novel Local Attention Deep-Learning Design for Head-And-Neck IMRT Application
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Ge, Y.
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MEDICAL PHYSICS, 2020, 47 (06) : E707 - E708
[10] An artificial intelligence-driven agent for real-time head-and-neck IMRT plan generation using conditional generative adversarial network (cGAN)
Li, Xinyi
Wang, Chunhao
Sheng, Yang
Zhang, Jiahan
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Wu, Q. Jackie
Ge, Yaorong
MEDICAL PHYSICS, 2021, 48 (06) : 2714 - 2723

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