A Deep Learning Approach for Dual-Energy CT-Based Proton Stopping-Power-Ratio Estimation

被引:0
|
作者
Lee, H. [1 ]
Duan, X. [1 ]
Jia, X. [1 ]
Yang, M. [1 ]
机构
[1] UT Southwestern Med Ctr Dallas, Dallas, TX 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
WE-C1030-G
引用
收藏
页码:E451 / E451
页数:1
相关论文
共 50 条
  • [41] Comprehensive analysis of proton range uncertainties related to patient stopping-power-ratio estimation using the stoichiometric calibration
    Yang, Ming
    Zhu, X. Ronald
    Park, Peter C.
    Titt, Uwe
    Mohan, Radhe
    Virshup, Gary
    Clayton, James E.
    Dong, Lei
    PHYSICS IN MEDICINE AND BIOLOGY, 2012, 57 (13): : 4095 - 4115
  • [42] Dual energy CT for improved proton stopping power estimation in head and neck cancer patients
    Taasti, V.
    Muren, L.
    Jensen, K.
    Petersen, J.
    Thygesen, J.
    Tietze, A.
    Grau, C.
    Hansen, D.
    RADIOTHERAPY AND ONCOLOGY, 2017, 123 : S910 - S911
  • [43] Pre-Clinical Evaluation of Stopping-Power Ratio Prediction for Proton Therapy Planning Based on Dual-Energy CT: An End-to-End Validation
    Duan, J.
    Zhu, J.
    Tao, C.
    Liu, Q.
    Zhang, S.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2024, 120 (02): : E120 - E120
  • [44] A deep learning approach for dual-energy CT imaging using a single-energy CT data
    Zhao, Wei
    Lv, Tianling
    Gao, Peng
    Shen, Liyue
    Dai, Xianjin
    Cheng, Kai
    Jia, Mengyu
    Chen, Yang
    Xing, Lei
    15TH INTERNATIONAL MEETING ON FULLY THREE-DIMENSIONAL IMAGE RECONSTRUCTION IN RADIOLOGY AND NUCLEAR MEDICINE, 2019, 11072
  • [45] Dual-energy CT-based Assessment of the Trabecular Bone in Vertebrae
    Wesarg, S.
    Kirschner, M.
    Becker, M.
    Erdt, M.
    Kafchitsas, K.
    Khan, M. F.
    METHODS OF INFORMATION IN MEDICINE, 2012, 51 (05) : 398 - 405
  • [46] Optimizing Proton Stopping Power Ratio Prediction with Dual-Energy Cone-Beam CT Using the Cramer-Rao Lower Bound
    Leibold, David
    Schaart, Dennis R.
    Goorden, Marlies C.
    MEDICAL IMAGING 2024: PHYSICS OF MEDICAL IMAGING, PT 1, 2024, 12925
  • [47] Experimental comparison of proton CT and dual energy x-ray CT for relative stopping power estimation in proton therapy
    Dedes, George
    Dickmann, Jannis
    Niepel, Katharina
    Wesp, Philipp
    Johnson, Robert P.
    Pankuch, Mark
    Bashkirov, Vladimir
    Rits, Simon
    Volz, Lennart
    Schulte, Reinhard W.
    Landry, Guillaume
    Parodi, Katia
    PHYSICS IN MEDICINE AND BIOLOGY, 2019, 64 (16):
  • [48] Experimental validation of proton stopping power calculations based on dual energy CT imaging
    Van Abbema, J. K.
    Van Goethem, M. J.
    Mulder, J.
    Biegun, A. K.
    Greuter, M. J. W.
    Van der Schaaf, A.
    Brandenburg, S.
    Van der Graaf, E. R.
    RADIOTHERAPY AND ONCOLOGY, 2016, 119 : S271 - S272
  • [49] Dual-Energy CT-Based Material Decomposition for Stoichiometric Calibration of DCE CT
    Coolens, C.
    Landry, G.
    Varon, C.
    Verhaegen, F.
    MEDICAL PHYSICS, 2013, 40 (06)
  • [50] Basis Vector Model Based Method for Proton Stopping Power Estimation From Experimental Dual Energy CT Data
    Zhang, S.
    Han, D.
    Politte, D.
    Porras-Chaverri, M.
    Whiting, B.
    Williamson, J.
    O'Sullivan, J.
    MEDICAL PHYSICS, 2016, 43 (06) : 3756 - 3756