Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiotherapy Plans

被引:0
|
作者
Gronberg, M. [1 ,2 ]
Gay, S. [1 ,2 ]
Beadle, B. [3 ]
Garden, A. [1 ]
Skinner, H. [4 ]
Netherton, T. [1 ,2 ]
Cao, W. [1 ]
Vazquez, I. [1 ]
Olanrewaju, A. [1 ]
Chung, C. [1 ]
Cardenas, C. [5 ]
Fuller, C. [1 ,2 ]
Peterson, C. [1 ,2 ]
Jhingran, A. [1 ]
Howell, R. [1 ,2 ]
Lim, T. [1 ,2 ]
Yang, M. [1 ,2 ]
Mumme, R. [1 ]
Court, L. [1 ]
机构
[1] UT MD Anderson Canc Ctr, Houston, TX USA
[2] MD Anderson Canc Ctr, UTHealth Grad Sch Biomed Sci, Houston, TX USA
[3] Stanford Univ, Stanford, CA 94305 USA
[4] Univ Pittsburgh, Pittsburgh, PA USA
[5] Univ Alabama Birmingham, Birmingham, AL USA
基金
美国国家卫生研究院;
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
WE-G-BRC-0
引用
收藏
页码:E552 / E552
页数:1
相关论文
共 50 条
  • [1] Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans
    Gronberg, Mary P.
    Beadle, Beth M.
    Garden, Adam S.
    Skinner, Heath
    Gay, Skylar
    Netherton, Tucker
    Cao, Wenhua
    Cardenas, Carlos E.
    Chung, Christine
    Fuentes, David T.
    Fuller, Clifton D.
    Howell, Rebecca M.
    Jhingran, Anuja
    Lim, Tze Yee
    Marquez, Barbara
    Mumme, Raymond
    Olanrewaju, Adenike M.
    Peterson, Christine B.
    Vazquez, Ivan
    Whitaker, Thomas J.
    Wooten, Zachary
    Yang, Ming
    Court, Laurence E.
    [J]. PRACTICAL RADIATION ONCOLOGY, 2023, 13 (03) : E282 - E291
  • [2] Physician Evaluation of Deep Learning-Based Dose Predictions for Head and Neck Radiotherapy
    Gronberg, M.
    Gay, S.
    Beadle, B.
    Olanrewaju, A.
    Cardenas, C.
    Howell, R.
    Peterson, C.
    Fuller, C.
    Jhingran, A.
    Netherton, T.
    Rhee, D.
    Court, L.
    [J]. MEDICAL PHYSICS, 2021, 48 (06)
  • [3] Deep Learning-Based Head and Neck Radiotherapy Planning Dose Prediction via Beam-Wise Dose Decomposition
    Wang, Bin
    Teng, Lin
    Mei, Lanzhuju
    Cui, Zhiming
    Xu, Xuanang
    Feng, Qianjin
    Shen, Dinggang
    [J]. MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2022, PT VII, 2022, 13437 : 575 - 584
  • [4] Deep Learning-Based Autosegmentation for Head and Neck Radiotherapy
    Chan, Jason W.
    Kearney, Vasant
    Haaf, Samuel
    Wu, Susan
    Bogdanov, Madeleine
    Dixit, Nayha
    Sudhyadhom, Atchar
    Chen, Josephine
    Yom, Sue S.
    Solberg, Timothy D.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2018, 101 (02): : E17 - E17
  • [5] TrDosePred: A deep learning dose prediction algorithm based on transformers for head and neck cancer radiotherapy
    Hu, Chenchen
    Wang, Haiyun
    Zhang, Wenyi
    Xie, Yaoqin
    Jiao, Ling
    Cui, Songye
    [J]. JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2023, 24 (07):
  • [6] Machine Learning-Based Quality Assurance for Automatic Segmentation of Head-and-Neck Organs-at-Risk in Radiotherapy
    Luan, Shunyao
    Xue, Xudong
    Wei, Changchao
    Ding, Yi
    Zhu, Benpeng
    Wei, Wei
    [J]. TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 2023, 22
  • [7] Machine Learning-Based Quality Assurance for Automatic Segmentation of Head-and-Neck Organs-at-Risk in Radiotherapy
    Luan, Shunyao
    Xue, Xudong
    Wei, Changchao
    Ding, Yi
    Zhu, Benpeng
    Wei, Wei
    [J]. TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 2023, 22
  • [8] Deep Learning-Based Quality Assurance for Auto-Segmentation Masks in Radiotherapy
    Wang, B.
    Dohopolski, M.
    Lin, M. H.
    Wu, J.
    Bai, T.
    Nguyen, D.
    Wang, X.
    Jiang, S. B.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2023, 117 (02): : E489 - E490
  • [9] Can knowledge-based DVH predictions be used for automated, individualized quality assurance of radiotherapy treatment plans?
    Jim P. Tol
    Max Dahele
    Alexander R. Delaney
    Ben J. Slotman
    Wilko F. A. R. Verbakel
    [J]. Radiation Oncology, 10
  • [10] Can knowledge-based DVH predictions be used for automated, individualized quality assurance of radiotherapy treatment plans?
    Tol, Jim P.
    Dahele, Max
    Delaney, Alexander R.
    Slotman, Ben J.
    Verbakel, Wilko F. A. R.
    [J]. RADIATION ONCOLOGY, 2015, 10