Deep Learning -Based Dose Prediction Model for Automated Spot-Scanning Proton Arc Planning

被引:0
|
作者
Chen, S. [1 ]
Zhao, L. [2 ]
Liu, P. [2 ]
Qin, A. [1 ]
Deraniyagala, R. L., Jr. [1 ]
Stevens, C. W. [1 ]
Ding, X. [1 ]
机构
[1] Beaumont Hlth, Dept Radiat Oncol, Royal Oak, MI USA
[2] Corewell Hlth William Beaumont Univ Hosp, Dept Radiat Oncol, Royal Oak, MI USA
关键词
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
3428
引用
收藏
页码:E652 / E652
页数:1
相关论文
共 50 条
  • [31] Explore the feasibility of using spot-scanning proton arc therapy for a synchrotron accelerator-based proton therapy system - A simulation study
    Cong, Xiaoda
    Liu, Gang
    Liu, Peilin
    Zhao, Lewei
    Chen, Shupeng
    Li, Xiaoqiang
    Shen, Jiajian
    Ding, Xuanfeng
    JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2025, 26 (01):
  • [32] Prediction of proton dose distributions with deep learning for automatic treatment planning
    Montero, A. M. Barragan
    Huet, M.
    Rivas, S. Teruel
    Souris, K.
    Nguyen, D.
    Jiang, S.
    Lee, J.
    Sterpin, E.
    RADIOTHERAPY AND ONCOLOGY, 2020, 152 : S113 - S114
  • [33] Reducing Dose Uncertainty for Spot-Scanning Proton Beam Therapy of Moving Tumors by Optimizing the Spot Delivery Sequence
    Li, Heng
    Zhu, X. Ronald
    Zhang, Xiaodong
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2015, 93 (03): : 547 - 556
  • [34] A novel planning framework for efficient spot-scanning proton arc therapy via particle swarm optimization (SPArc-particle swarm)
    Qian, Yujia
    Fan, Qingkun
    Dao, Riao
    Li, Xiaoqiang
    Yang, Zhijian
    Zhang, Sheng
    Yang, Kunyu
    Quan, Hong
    Tu, Biao
    Ding, Xuanfeng
    Liu, Gang
    PHYSICS IN MEDICINE AND BIOLOGY, 2024, 69 (01):
  • [35] Treatment Planning of Total Marrow Irradiation with Intensity-Modulated Spot-Scanning Proton Therapy
    Zuro, D.
    Vidal, G.
    Henson, C.
    Chen, Y.
    Han, C.
    Hui, S.
    Ahmad, S.
    Ali, I.
    MEDICAL PHYSICS, 2022, 49 (06) : E873 - E873
  • [36] Evaluating the Impact of Spot Position Errors on Dose Distribution: A Comparison between Spot-Scanning Arc Therapy (SPArc) and Intensity-Modulated Proton Therapy (IMPT)
    Liu, P.
    Zhao, L.
    Liu, G.
    Cong, X.
    Li, X.
    Ding, X.
    MEDICAL PHYSICS, 2024, 51 (10) : 7785 - 7785
  • [37] Treatment planning of total marrow irradiation with intensity-modulated spot-scanning proton therapy
    Zuro, Darren M.
    Vidal, Gabriel
    Cantrell, James Nathan
    Chen, Yong
    Han, Chunhui
    Henson, Christina
    Ahmad, Salahuddin
    Hui, Susanta
    Ali, Imad
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [38] A novel direct machine-specific parameter Spot-scanning proton arc (SPArc) optimization algorithm
    Ding, X.
    Liu, G.
    Zhao, L.
    Yan, D.
    Li, X.
    RADIOTHERAPY AND ONCOLOGY, 2021, 161 : S211 - S213
  • [39] A machine learning-based approach to predict energy layer for each field in spot-scanning proton arc therapy for lung cancer: A feasibility study
    Ma, Yuanyuan
    Li, Yazhou
    Xu, Penghui
    Zhang, Hui
    Zhang, Xinyang
    Liu, Xinguo
    Li, Qiang
    MEDICAL PHYSICS, 2024, 51 (07) : 4970 - 4981
  • [40] A novel energy sequence optimization algorithm for efficient spot-scanning proton arc (SPArc) treatment delivery
    Liu, Gang
    Li, Xiaoqiang
    Zhao, Lewei
    Zheng, Weili
    Qin, An
    Zhang, Sheng
    Stevens, Craig
    Yan, Di
    Kabolizadeh, Peyman
    Ding, Xuanfeng
    ACTA ONCOLOGICA, 2020, 59 (10) : 1178 - 1185