Optimization approaches to volumetric modulated arc therapy planning

被引:56
|
作者
Unkelbach, Jan [1 ,2 ]
Bortfeld, Thomas [1 ,2 ]
Craft, David [1 ,2 ]
Alber, Markus [3 ,4 ]
Bangert, Mark [5 ]
Bokrantz, Rasmus [6 ]
Chen, Danny [7 ]
Li, Ruijiang [8 ]
Xing, Lei [8 ]
Men, Chunhua [9 ]
Nill, Simeon [10 ,11 ]
Papp, David [12 ]
Romeijn, Edwin [13 ]
Salari, Ehsan [14 ]
机构
[1] Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
[2] Harvard Univ, Sch Med, Boston, MA 02114 USA
[3] Aarhus Univ Hosp, Dept Med Phys, DK-8000 Aarhus C, Denmark
[4] Aarhus Univ Hosp, Dept Radiat Oncol, DK-8000 Aarhus C, Denmark
[5] German Canc Res Ctr, Dept Med Phys Radiat Oncol, D-69120 Heidelberg, Germany
[6] RaySearch Labs, SE-11134 Stockholm, Sweden
[7] Univ Notre Dame, Dept Comp Sci & Engn, Notre Dame, IN 46556 USA
[8] Stanford Univ, Dept Radiat Oncol, Stanford, CA 94305 USA
[9] Elekta, Dept Res, Maryland Hts, MO 63043 USA
[10] Inst Canc Res, Joint Dept Phys, Sutton SM2 5NG, Surrey, England
[11] Royal Marsden NHS Fdn Trust, Sutton SM2 5NG, Surrey, England
[12] N Carolina State Univ, Dept Math, Raleigh, NC 27695 USA
[13] Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA
[14] Wichita State Univ, Dept Ind & Mfg Engn, Wichita, KS 67260 USA
基金
美国国家科学基金会;
关键词
radiotherapy; treatment plan optimization; VMAT; BEAM ANGLE OPTIMIZATION; RADIATION-THERAPY; SHOOT IMRT; VMAT; RADIOTHERAPY; GENERATION; ALGORITHM; TOMOTHERAPY; DELIVERY; EFFICIENCY;
D O I
10.1118/1.4908224
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
Volumetric modulated arc therapy (VMAT) has found widespread clinical application in recent years. A large number of treatment planning studies have evaluated the potential for VMAT for different disease sites based on the currently available commercial implementations of VMAT planning. In contrast, literature on the underlying mathematical optimization methods used in treatment planning is scarce. VMAT planning represents a challenging large scale optimization problem. In contrast to fluence map optimization in intensity-modulated radiotherapy planning for static beams, VMAT planning represents a nonconvex optimization problem. In this paper, the authors review the state-of-the-art in VMAT planning from an algorithmic perspective. Different approaches to VMAT optimization, including arc sequencing methods, extensions of direct aperture optimization, and direct optimization of leaf trajectories are reviewed. Their advantages and limitations are outlined and recommendations for improvements are discussed. (C) 2015 American Association of Physicists in Medicine.
引用
收藏
页码:1367 / 1377
页数:11
相关论文
共 50 条
  • [21] Simultaneous Optimization of Dual Energy for Volumetric Modulated Arc Therapy
    Momin, S.
    Grafe, J.
    Khan, R.
    [J]. MEDICAL PHYSICS, 2019, 46 (06) : E178 - E179
  • [22] Simultaneous trajectory generation and volumetric modulated arc therapy optimization
    Mullins, Joel
    Renaud, Marc-Andre
    Serban, Monica
    Seuntjens, Jan
    [J]. MEDICAL PHYSICS, 2020, 47 (07) : 3078 - 3090
  • [23] Evaluation of Clustering based Optimization for Volumetric Modulated Arc Therapy
    Momin, Shadab
    Sethi, Abhishek
    Lam, Dao
    Grafe, James
    Khan, Rao
    [J]. MEDICAL PHYSICS, 2019, 46 (11) : 5395 - 5395
  • [24] Volumetric modulated arc therapy with robust optimization for larynx cancer
    Miura, Hideharu
    Doi, Yoshiko
    Ozawa, Shuichi
    Nakao, Minoru
    Ohnishi, Keiichi
    Kenjo, Masahiko
    Nagata, Yasushi
    [J]. PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS, 2019, 58 : 54 - 58
  • [25] An Efficient Approach To Volumetric Modulated Arc Therapy Optimization and Sequencing
    Bzdusek, K.
    Kaus, M.
    Schewe, J.
    Beckett, L.
    Meltsner, M.
    [J]. MEDICAL PHYSICS, 2008, 35 (06)
  • [26] Volumetric modulated arc therapy with robust optimization for larynx cancer
    Miura, H.
    Yoshiko, D.
    Shuichi, O.
    Minoru, N.
    Keiichi, O.
    Masahiko, K.
    Yasushi, N.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2019, 133 : S981 - S982
  • [27] Potential impact of volumetric modulated arc therapy on the planning and delivery of radiation therapy
    Matuszak, M. M.
    Sui, H.
    Yan, D.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2008, 72 (01): : S651 - S651
  • [28] Efficiency gains for spinal radiosurgery using multicriteria optimization intensity modulated radiation therapy guided volumetric modulated arc therapy planning
    Chen, Huixiao
    Winey, Brian A.
    Daartz, Juliane
    Oh, Kevin S.
    Shin, John H.
    Gierga, David P.
    [J]. PRACTICAL RADIATION ONCOLOGY, 2015, 5 (01) : 49 - 55
  • [29] Inverse Planning for Four-dimensional Volumetric Modulated ARC Therapy
    Ma, Y.
    Xing, L.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2010, 78 (03): : S766 - S766
  • [30] VALIDATION OF A VOLUMETRIC MODULATED ARC THERAPY (VMAT) TREATMENT PLANNING APPROACH
    Perez-Rozos, A.
    Lobato Munoz, M.
    Jerez Sainz, I.
    Medina, J. A.
    Carrasco Rodriguez, J. L.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2009, 92 : S196 - S197