Prediction of Three Dimensional Dose Distribution Using a Convolutional Neural Network for Prostate Radiation Volumetric Modulated Arc Therapy

被引:0
|
作者
Yuan, J. [1 ]
Kashani, R. [1 ]
Zaorsky, N. [1 ]
Spratt, D. [1 ]
Zheng, Y. [1 ]
机构
[1] Univ Hosp, Cleveland Med Ctr, Cleveland, OH 44106 USA
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
TU-D1030-I
引用
收藏
页码:E409 / E409
页数:1
相关论文
共 50 条
  • [41] Accuracy of Real-time Couch Tracking During 3-dimensional Conformal Radiation Therapy, Intensity Modulated Radiation Therapy, and Volumetric Modulated Arc Therapy for Prostate Cancer
    Wilbert, Juergen
    Baier, Kurt
    Hermann, Christian
    Flentje, Michael
    Guckenberger, Matthias
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2013, 85 (01): : 237 - 242
  • [42] A Prediction Model for Pretreatment Dose Verification of Volumetric-Modulated Arc Therapy (VMAT) Using Machine Learning
    Li, G.
    Yuan, Q.
    Bai, S.
    MEDICAL PHYSICS, 2019, 46 (06) : E612 - E612
  • [43] A predictive model for determining rectum and bladder dose constraints in prostate volumetric modulated arc therapy
    Chao, Menglei
    Coburn, Natalie
    Cosgriff, Eireann
    Brown, Chris
    Van Tilburg, Kevin
    Hayden, Amy
    MEDICAL DOSIMETRY, 2021, 46 (03) : 269 - 273
  • [44] The influence of respiratory motion on dose distribution in accelerated partial breast irradiation using volumetric modulated arc therapy
    Yamauchi, Ryohei
    Mizuno, Norifumi
    Itazawa, Tomoko
    Kawamori, Jiro
    PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS, 2020, 80 : 23 - 33
  • [45] Prediction of patient-specific quality assurance for volumetric modulated arc therapy using radiomics-based machine learning with dose distribution
    Ishizaka, Natsuki
    Kinoshita, Tomotaka
    Sakai, Madoka
    Tanabe, Shunpei
    Nakano, Hisashi
    Tanabe, Satoshi
    Nakamura, Sae
    Mayumi, Kazuki
    Akamatsu, Shinya
    Nishikata, Takayuki
    Takizawa, Takeshi
    Yamada, Takumi
    Sakai, Hironori
    Kaidu, Motoki
    Sasamoto, Ryuta
    Ishikawa, Hiroyuki
    Utsunomiya, Satoru
    JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2024, 25 (01):
  • [46] Testicular Doses in Prostate Intensity Modulated and Volumetric Arc Radiation Therapy With Different Energy Levels
    Onal, C.
    Arslan, G.
    Parlak, C.
    Efe, E.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2013, 87 (02): : S385 - S385
  • [47] Minimizing dose variation from the interplay effect in stereotactic radiation therapy using volumetric modulated arc therapy for lung cancer
    Kubo, Kazuki
    Monzen, Hajime
    Tamura, Mikoto
    Hirata, Makoto
    Ishii, Kentaro
    Okada, Wataru
    Nakahara, Ryuta
    Kishimoto, Shun
    Kawamorita, Ryu
    Nishimura, Yasumasa
    JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2018, 19 (02): : 121 - 127
  • [48] Three Dimensional Dose Prediction in Proton Therapy Using Artificial Neural Networks
    Pirlepesov, F.
    Moskvin, V.
    Wilson, L.
    Breuer, A.
    Merchant, T.
    Faught, A.
    MEDICAL PHYSICS, 2020, 47 (06) : E477 - E477
  • [49] Impact of pitch angle setup error and setup error correction on dose distribution in volumetric modulated arc therapy for prostate cancer
    Takemura A.
    Togawa K.
    Yokoi T.
    Ueda S.
    Noto K.
    Kojima H.
    Isomura N.
    Kumano T.
    Radiological Physics and Technology, 2016, 9 (2) : 178 - 186
  • [50] Predicting Three Dimensional Dose Distribution with Deep Convolutional Neural Networks
    Yuan, Y.
    Tseng, T.
    Chao, M.
    Stock, R.
    Lo, Y.
    MEDICAL PHYSICS, 2017, 44 (06) : 3174 - 3174