Interactive Decision-Support Tool for Risk-Based Radiation Therapy Plan Comparison for Hodgkin Lymphoma

被引:31
|
作者
Brodin, N. Patrik [1 ]
Maraldo, Maja V. [2 ]
Aznar, Marianne C. [2 ,5 ]
Vogelius, Ivan R. [2 ]
Petersen, Peter M. [2 ,3 ,4 ]
Bentzen, Soren M. [2 ,6 ]
Specht, Lena [2 ,3 ,4 ]
机构
[1] Yeshiva Univ, Albert Einstein Coll Med, Dept Radiat Oncol, New York, NY 10033 USA
[2] Rigshosp, Dept Radiat Oncol, DK-2100 Copenhagen, Denmark
[3] Rigshosp, Dept Oncol, DK-2100 Copenhagen, Denmark
[4] Rigshosp, Dept Hematol, DK-2100 Copenhagen, Denmark
[5] Univ Copenhagen, Niels Bohr Inst, Fac Sci, DK-2100 Copenhagen, Denmark
[6] Univ Wisconsin, Sch Med, Dept Human Oncol, Madison, WI USA
来源
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2014年 / 88卷 / 02期
关键词
INVOLVED-FIELD RADIOTHERAPY; DOSE-RESPONSE; NODE RADIOTHERAPY; 5-YEAR SURVIVORS; CHILDHOOD-CANCER; EXTENDED-FIELD; CHEMOTHERAPY; DISEASE; HEAD; HYPOTHYROIDISM;
D O I
10.1016/j.ijrobp.2013.10.028
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: To present a novel tool that allows quantitative estimation and visualization of the risk of various relevant normal tissue endpoints to aid in treatment plan comparison and clinical decision making in radiation therapy (RT) planning for Hodgkin lymphoma (HL). Methods and Materials: A decision-support tool for risk-based, individualized treatment plan comparison is presented. The tool displays dose-response relationships, derived from published clinical data, for a number of relevant side effects and thereby provides direct visualization of the trade-off between these endpoints. The Quantitative Analyses of Normal Tissue Effects in the Clinic reports were applied, complemented with newer data where available. A "relevance score" was assigned to each data source, reflecting how relevant the input data are to current RT for HL. Results: The tool is applied to visualize the local steepness of dose-response curves to drive the reoptimization of a volumetric modulated arc therapy treatment plan for an HL patient with head-and-neck involvement. We also use this decision-support tool to visualize and quantitatively evaluate the trade-off between a 3-dimensional conformal RT plan and a volumetric modulated arc therapy plan for a patient with mediastinal HL. Conclusion: This multiple-endpoint decision-support tool provides quantitative risk estimates to supplement the clinical judgment of the radiation oncologist when comparing different RT options. (C) 2014 Elsevier Inc.
引用
收藏
页码:433 / 445
页数:13
相关论文
共 50 条
  • [1] A risk-based decision-support system for bridge management
    Flaig, K. D.
    Lark, R. J.
    PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-BRIDGE ENGINEERING, 2005, 158 (03) : 101 - 106
  • [2] Risk-based Decision-Support for Vulnerability Remediation in Electric Power Networks
    Alshawish, Ali
    de Meer, Hermann
    E-ENERGY'19: PROCEEDINGS OF THE 10TH ACM INTERNATIONAL CONFERENCE ON FUTURE ENERGY SYSTEMS, 2019, : 378 - 380
  • [3] Decision-support tool for risk analysis in biopharmaceutical manufacture
    Farid, SS
    Washbrook, J
    Titchener-Hooker, N
    COMPUTER APPLICATIONS IN BIOTECHNOLOGY 2001 (CAB8), 2002, : 161 - 165
  • [4] Recursive Operability Analysis as a decision support tool for Risk-Based Maintenance
    Marmo, Luca
    Crivelletto, Vinicio
    Starace, Alessandro
    JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, 2009, 22 (05) : 557 - 565
  • [5] Comparison of risk-based decision-support systems for brownfield site rehabilitation: DESYRE and SADA applied to a Romanian case study
    Stezar, I. C.
    Pizzol, L.
    Critto, A.
    Ozunu, A.
    Marcomini, A.
    JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2013, 131 : 383 - 393
  • [6] Risk-based emergency decision support
    Körte, J
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2003, 82 (03) : 235 - 246
  • [7] SPIDERplan: A tool to support decision-making in radiation therapy treatment plan assessment
    Ventura, Tiago
    Lopes, Maria do Carmo
    Ferreira, Brigida Costa
    Khouri, Leila
    REPORTS OF PRACTICAL ONCOLOGY AND RADIOTHERAPY, 2016, 21 (06) : 508 - 516
  • [8] LIFENET - A KNOWLEDGE-BASED DECISION-SUPPORT TOOL FOR THE RISK ASSESSMENT OF ADOLESCENT SUICIDE
    FERNS, WJ
    EXPERT SYSTEMS WITH APPLICATIONS, 1995, 9 (02) : 165 - 176
  • [9] Risk-Based Decision-Support Groundwater Modeling for the Lower San Antonio River Basin, Texas, USA
    Foster, Linzy K.
    White, Jeremy T.
    Leaf, Andrew T.
    Houston, Natalie A.
    Teague, Aarin
    GROUNDWATER, 2021, 59 (04) : 581 - 596
  • [10] Interactive decision support in radiation therapy treatment planning
    Matthias Ehrgott
    Ines Winz
    OR Spectrum, 2008, 30 : 311 - 329