A patient-specific hybrid phantom for calculating radiation dose and equivalent dose to the whole body

被引:0
|
作者
Kollitz, Erika [1 ]
Han, Haegin [2 ]
Kim, Chan Hyeong [2 ]
Pinto, Marco [1 ]
Schwarz, Marco [3 ,4 ]
Riboldi, Marco [1 ]
Kamp, Florian [5 ]
Belka, Claus [5 ]
Newhauser, Wayne [6 ]
Dedes, George [1 ]
Parodi, Katia [1 ]
机构
[1] Ludwig Maximilians Univ Munchen, LMU Munich, Dept Med Phys, Fak Phys, D-85748 Garching, Germany
[2] Hanyang Univ, Dept Nucl Engn, Seoul, South Korea
[3] Azienda Prov & Servizi Sanitari APSS, Proton Therapy Dept, Trento, Italy
[4] TIFPA Trento Inst Fundamental Phys & Applicat, Povo, TN, Italy
[5] Ludwig Maximilians Univ Munchen, Univ Hosp, Dept Radiat Oncol, D-81377 Munich, Germany
[6] Louisiana State Univ, Dept Phys & Astron, Baton Rouge, LA 70803 USA
来源
PHYSICS IN MEDICINE AND BIOLOGY | 2022年 / 67卷 / 03期
关键词
computational phantoms; out-of-field dose; proton therapy; neutrons; equivalent dose; MONTE-CARLO; EXTERNAL-BEAM; PROTON RADIOTHERAPY; 2ND CANCER; RISK; MESH; CT; PHOTON; ORGANS; VOLUME;
D O I
10.1088/1361-6560/ac4738
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective. As cancer survivorship increases, there is growing interest in minimizing the late effects of radiation therapy such as radiogenic second cancer, which may occur anywhere in the body. Assessing the risk of late effects requires knowledge of the dose distribution throughout the whole body, including regions far from the treatment field, beyond the typical anatomical extent of clinical computed tomography (CT) scans. Approach. A hybrid phantom was developed which consists of in-field patient CT images extracted from ground truth whole-body CT scans, out-of-field mesh phantoms scaled to basic patient measurements, and a blended transition region. Four of these hybrid phantoms were created, representing male and female patients receiving proton therapy treatment in pelvic and cranial sites. To assess the performance of the hybrid approach, we simulated treatments using the hybrid phantoms, the scaled and unscaled mesh phantoms, and the ground truth whole-body CTs. We calculated absorbed dose and equivalent dose in and outside of the treatment field, with a focus on neutrons induced in the patient by proton therapy. Proton and neutron dose was calculated using a general purpose Monte Carlo code. Main results. The hybrid phantom provided equal or superior accuracy in calculated organ dose and equivalent dose values relative to those obtained using the mesh phantoms in 78% in all selected organs and calculated dose quantities. Comparatively the default mesh and scaled mesh were equal or superior to the other phantoms in 21% and 28% of cases respectively. Significance. The proposed methodology for hybrid synthesis provides a tool for whole-body organ dose estimation for individual patients without requiring CT scans of their entire body. Such a capability would be useful for personalized assessment of late effects and risk-optimization of treatment plans.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Calculating Patient-Specific Skin Dose
    Pavlicek, W.
    [J]. MEDICAL PHYSICS, 2011, 38 (06)
  • [2] Phantom-and patient-specific dose calculations for CT
    Schmidt, B
    Kalender, WA
    [J]. RADIOLOGY, 2002, 225 : 592 - 592
  • [3] Patient-specific radiation dose for Chinese pediatric patients undergoing whole-body PET/CT examinations
    Jia, Haoran
    Xue, Mengjia
    Li, Xianru
    Zhuang, Mingzan
    Xie, Tianwu
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2024, 69 (12):
  • [4] A Patient-Specific 4D Digital Phantom for Dynamic Dose Estimation of External Ionizing Radiation
    Deng, J.
    [J]. MEDICAL PHYSICS, 2012, 39 (06) : 3693 - 3693
  • [5] Synthetic patient-specific whole-body CT for the calculation of peripheral dose during radiotherapy
    Munoz, I.
    Sanchez-Nieto, B.
    Espinoza, I.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2022, 170 : S1341 - S1342
  • [6] Patient-specific Radiation Dose and Cancer Risk for Pediatric Chest CT
    Li, Xiang
    Samei, Ehsan
    Segars, W. Paul
    Sturgeon, Gregory M.
    Colsher, James G.
    Frush, Donald P.
    [J]. RADIOLOGY, 2011, 259 (03) : 862 - 874
  • [7] Patient-specific dose and radiation risk estimation in pediatric cardiac catheterization
    Bacher, K
    Bogaert, E
    Lapere, R
    De Wolf, D
    Thierens, H
    [J]. CIRCULATION, 2005, 111 (01) : 83 - 89
  • [8] The importance of patient-specific radiation dose calculations for the administration of radionuclides in therapy
    Siegel, JA
    Stabin, MG
    Brill, AB
    [J]. CELLULAR AND MOLECULAR BIOLOGY, 2002, 48 (05) : 451 - 459
  • [9] Deriving Patient-Specific Radiation Dose Prescription Map Using ADC for Dose Painting of Pancreatic Cancer
    Chen, X.
    Prior, P. W., Jr.
    Tai, A.
    Li, A.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2016, 96 (02): : E697 - E698
  • [10] Applications of a patient-specific whole-body CT-mesh hybrid computational phantom in second cancer risk prediction
    Kollitz, Erika
    Roew, Moritz
    Han, Haegin
    Pinto, Marco
    Kamp, Florian
    Kim, Chan Hyeong
    Schwarz, Marco
    Belka, Claus
    Newhauser, Wayne
    Parodi, Katia
    Dedes, George
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2022, 67 (18):