Literature DB >> 24360919

Multicriteria optimization informed VMAT planning.

Huixiao Chen1, David L Craft1, David P Gierga2.   

Abstract

We developed a patient-specific volumetric-modulated arc therapy (VMAT) optimization procedure using dose-volume histogram (DVH) information from multicriteria optimization (MCO) of intensity-modulated radiotherapy (IMRT) plans. The study included 10 patients with prostate cancer undergoing standard fractionation treatment, 10 patients with prostate cancer undergoing hypofractionation treatment, and 5 patients with head/neck cancer. MCO-IMRT plans using 20 and 7 treatment fields were generated for each patient on the RayStation treatment planning system (clinical version 2.5, RaySearch Laboratories, Stockholm, Sweden). The resulting DVH of the 20-field MCO-IMRT plan for each patient was used as the reference DVH, and the extracted point values of the resulting DVH of the MCO-IMRT plan were used as objectives and constraints for VMAT optimization. Weights of objectives or constraints of VMAT optimization or both were further tuned to generate the best match with the reference DVH of the MCO-IMRT plan. The final optimal VMAT plan quality was evaluated by comparison with MCO-IMRT plans based on homogeneity index, conformity number of planning target volume, and organ at risk sparing. The influence of gantry spacing, arc number, and delivery time on VMAT plan quality for different tumor sites was also evaluated. The resulting VMAT plan quality essentially matched the 20-field MCO-IMRT plan but with a shorter delivery time and less monitor units. VMAT plan quality of head/neck cancer cases improved using dual arcs whereas prostate cases did not. VMAT plan quality was improved by fine gantry spacing of 2 for the head/neck cancer cases and the hypofractionation-treated prostate cancer cases but not for the standard fractionation-treated prostate cancer cases. MCO-informed VMAT optimization is a useful and valuable way to generate patient-specific optimal VMAT plans, though modification of the weights of objectives or constraints extracted from resulting DVH of MCO-IMRT or both is necessary.
© 2013 Published by American Association of Medical Dosimetrists on behalf of American Association of Medical Dosimetrists.

Entities:  

Keywords:  Head/neck; MCO-IMRT; Prostate; VMAT

Mesh:

Year:  2013        PMID: 24360919      PMCID: PMC3954571          DOI: 10.1016/j.meddos.2013.10.001

Source DB:  PubMed          Journal:  Med Dosim        ISSN: 1873-4022            Impact factor:   1.482


  25 in total

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4.  How many plans are needed in an IMRT multi-objective plan database?

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Journal:  Phys Med Biol       Date:  2008-05-01       Impact factor: 3.609

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Journal:  Phys Med Biol       Date:  2010-01-07       Impact factor: 3.609

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8.  Multicriteria optimization in intensity-modulated radiation therapy treatment planning for locally advanced cancer of the pancreatic head.

Authors:  Theodore S Hong; David L Craft; Fredrik Carlsson; Thomas R Bortfeld
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9.  Volumetric modulated arc therapy for delivery of prostate radiotherapy: comparison with intensity-modulated radiotherapy and three-dimensional conformal radiotherapy.

Authors:  David Palma; Emily Vollans; Kerry James; Sandy Nakano; Vitali Moiseenko; Richard Shaffer; Michael McKenzie; James Morris; Karl Otto
Journal:  Int J Radiat Oncol Biol Phys       Date:  2008-05-01       Impact factor: 7.038

10.  Intensity modulation with photons for benign intracranial tumours: a planning comparison of volumetric single arc, helical arc and fixed gantry techniques.

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  8 in total

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Authors:  Mohammad Hussein; Ben J M Heijmen; Dirk Verellen; Andrew Nisbet
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3.  Artificial Intelligence in Radiation Therapy.

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4.  Volumetric-modulated arc therapy planning using multicriteria optimization for localized prostate cancer.

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Journal:  J Appl Clin Med Phys       Date:  2015-05-08       Impact factor: 2.102

5.  Evaluation of auto-planning in VMAT for locally advanced nasopharyngeal carcinoma.

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6.  A broad scope knowledge based model for optimization of VMAT in esophageal cancer: validation and assessment of plan quality among different treatment centers.

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Journal:  Radiat Oncol       Date:  2015-10-31       Impact factor: 3.481

7.  Knowledge-based IMRT planning for individual liver cancer patients using a novel specific model.

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Journal:  Radiat Oncol       Date:  2018-03-27       Impact factor: 3.481

8.  Assessment of multi-criteria optimization (MCO) for volumetric modulated arc therapy (VMAT) in hippocampal avoidance whole brain radiation therapy (HA-WBRT).

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  8 in total

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