Deep Learning-based Auto-segmentation on CT and MRI for Abdominal Structures

被引:0
|
作者
Amjad, A. [1 ]
Xu, J. [2 ]
Thill, D. [3 ]
O'Connell, N. [3 ]
Buchanan, L. [1 ]
Jones, I. K. [1 ]
Hall, W. A. [1 ]
Erickson, B. A. [1 ]
Li, A. [1 ]
机构
[1] Med Coll Wisconsin, Dept Radiat Oncol, Milwaukee, WI 53226 USA
[2] Elekta Inc, St Charles, MO USA
[3] Global Engn NA Elekta, Maryland Hts, MO 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
209
引用
收藏
页码:S100 / S101
页数:2
相关论文
共 50 条
  • [31] Analyzing Performance of Atlas-Based and Deep Learning-Based Auto-Segmentation in Breast Cancer Patients
    Weiland, M.
    Kisling, K.
    [J]. MEDICAL PHYSICS, 2021, 48 (06)
  • [32] Comprehensive clinical evaluation of deep learning-based auto-segmentation for radiotherapy in patients with cervical cancer
    Chung, Seung Yeun
    Chang, Jee Suk
    Kim, Yong Bae
    [J]. FRONTIERS IN ONCOLOGY, 2023, 13
  • [33] The dosimetric impact of deep learning-based auto-segmentation of organs at risk on nasopharyngeal and rectal cancer
    Hongbo Guo
    Jiazhou Wang
    Xiang Xia
    Yang Zhong
    Jiayuan Peng
    Zhen Zhang
    Weigang Hu
    [J]. Radiation Oncology, 16
  • [34] Evaluation of auto-segmentation for brachytherapy of postoperative cervical cancer using deep learning-based workflow
    Wang, Jiahao
    Chen, Yuanyuan
    Tu, Yeqiang
    Xie, Hongling
    Chen, Yukai
    Luo, Lumeng
    Zhou, Pengfei
    Tang, Qiu
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2023, 68 (05):
  • [35] Development of a Deep Learning-Based Auto-Segmentation of Organs at Risk for Head and Neck Radiotherapy Planning
    Koo, J.
    Latifi, K.
    Caudell, J. J.
    Jordan, P.
    Shen, S.
    Adamson, P. M.
    Feygelman, V.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2022, 112 (05): : E8 - E8
  • [36] Guided Deep Learning Auto-Correction of Suboptimal Auto-Segmentation of Complex Structures for MRI-Guided Adaptive Radiotherapy
    Ding, J.
    Zhang, Y.
    Amjad, A.
    Xu, J.
    Thill, D.
    Li, A.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2021, 111 (03): : E90 - E90
  • [37] Evaluation of Deep Learning-Based Auto-Segmentation of Organs-at-Risk for Breast Cancer Radiation Therapy
    Byun, H. K.
    Chang, J. S.
    Choi, M. S.
    Chun, J.
    Jung, J.
    Jeong, C.
    Kim, J. S.
    Chang, Y.
    Lee, S.
    Kim, Y. B.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2021, 111 (03): : E108 - E108
  • [38] A Framework for Auto-Segmentation of Gross Tumor Volume Based On Multiparametric MRI Using Deep Learning Algorithms
    Liang, Y.
    Schott, D.
    Zhang, Y.
    Nasief, H.
    Paulson, E.
    Hall, W.
    Knechtges, P.
    Erickson, B.
    Li, X.
    [J]. MEDICAL PHYSICS, 2019, 46 (06) : E515 - E515
  • [39] A deep learning based auto-segmentation for GTVs on NPC MR images
    Xiangyu, E.
    Hongmei, Y.
    Weigang, H.
    Jiazhou, W.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2019, 133 : S553 - S554
  • [40] Auto-Segmentation of Oropharyngeal Cancer Primary Tumors Using Multiparametric MRI-Based Deep Learning
    Wahid, K. A.
    Ahmed, S.
    He, R.
    van Dijk, L. V.
    Teuwen, J.
    McDonald, B.
    Salama, V.
    Mohamed, A. S.
    Salzillo, T.
    Dede, C.
    Taku, N.
    Lai, S.
    Fuller, C. D.
    Naser, M.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2022, 112 (05): : E31 - E31