Improved Auto-Segmentation for CT Male Pelvis: Comparison of Deep Learning to Traditional Atlas Segmentation Methods

被引:0
|
作者
Halley, C. [1 ]
Wan, H. [1 ]
Kruzer, A. [1 ]
Pittock, D. [1 ]
Darkow, D. [1 ]
Butler, M. [1 ]
Cole, N. [1 ]
Bending, M. [1 ]
Jacobs, P. [1 ]
Nelson, A. S. [1 ]
机构
[1] MIM Software Inc, Cleveland, OH 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
PO-GeP-M-2
引用
收藏
页码:E627 / E627
页数:1
相关论文
共 50 条
  • [21] Sensitivity of Auto-Segmentation to CT Reconstruction Algorithms
    Mittelstaedt, D.
    Klahr, P.
    Nejad-Davarani, S.
    Schulz, H.
    Goshen, L.
    Morris, E.
    Glide-Hurst, C.
    MEDICAL PHYSICS, 2017, 44 (06) : 3302 - 3302
  • [22] A deep learning based auto-segmentation for GTVs on NPC MR images
    Xiangyu, E.
    Hongmei, Y.
    Weigang, H.
    Jiazhou, W.
    RADIOTHERAPY AND ONCOLOGY, 2019, 133 : S553 - S554
  • [23] An Optimized Training Module for Deep Learning-Based Auto-Segmentation
    Amjad, A.
    Xhang, W.
    Chen, Z.
    Zhou, Q.
    Plautz, T.
    Buchanan, L.
    Li, X. A.
    MEDICAL PHYSICS, 2020, 47 (06) : E578 - E578
  • [24] Evaluation of a Deep-Learning Auto-Segmentation Model of Cardiac Substructures
    Tam, A.
    Liu, J. R.
    Ketcherside, T.
    Eustace, N. J.
    Chen, Q.
    Chen, Y. J.
    Liu, A.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2023, 117 (02): : E724 - E725
  • [25] A comparison of multiple deep learning-based auto-segmentation systems for head and neck cancer
    Temple, S.
    RADIOTHERAPY AND ONCOLOGY, 2022, 170 : S274 - S275
  • [26] Deep learning vs. atlas-based models for fast auto-segmentation of the masticatory muscles on head and neck CT images
    Chen, Wen
    Li, Yimin
    Dyer, Brandon A.
    Feng, Xue
    Rao, Shyam
    Benedict, Stanley H.
    Chen, Quan
    Rong, Yi
    RADIATION ONCOLOGY, 2020, 15 (01)
  • [27] Deep learning vs. atlas-based models for fast auto-segmentation of the masticatory muscles on head and neck CT images
    Wen Chen
    Yimin Li
    Brandon A. Dyer
    Xue Feng
    Shyam Rao
    Stanley H. Benedict
    Quan Chen
    Yi Rong
    Radiation Oncology, 15
  • [28] Improving data collection for deep-learning auto-segmentation models
    McSweeney, D.
    Bromiley, P. A.
    van Herk, M.
    Green, A.
    McWilliam, A.
    RADIOTHERAPY AND ONCOLOGY, 2021, 161 : S1397 - S1398
  • [29] Deep Learning-Based Auto-Segmentation of Swallowing and Chewing Structures
    Iyer, A.
    Thor, M.
    Haq, R.
    Deasy, J.
    Apte, A.
    MEDICAL PHYSICS, 2020, 47 (06) : E369 - E369
  • [30] VALIDATION METHODS FOR AUTO-SEGMENTATION AND DEFORMABLE REGISTRATION
    Brock, K.
    RADIOTHERAPY AND ONCOLOGY, 2009, 92 : S47 - S47