Evaluation of deformable image registration methods for dose monitoring in head and neck radiotherapy

BioMed Research International
Bastien RigaudRenaud de Crevoisier

Abstract

In the context of head and neck cancer (HNC) adaptive radiation therapy (ART), the two purposes of the study were to compare the performance of multiple deformable image registration (DIR) methods and to quantify their impact for dose accumulation, in healthy structures. Fifteen HNC patients had a planning computed tomography (CT0) and weekly CTs during the 7 weeks of intensity-modulated radiation therapy (IMRT). Ten DIR approaches using different registration methods (demons or B-spline free form deformation (FFD)), preprocessing, and similarity metrics were tested. Two observers identified 14 landmarks (LM) on each CT-scan to compute LM registration error. The cumulated doses estimated by each method were compared. The two most effective DIR methods were the demons and the FFD, with both the mutual information (MI) metric and the filtered CTs. The corresponding LM registration accuracy (precision) was 2.44 mm (1.30 mm) and 2.54 mm (1.33 mm), respectively. The corresponding LM estimated cumulated dose accuracy (dose precision) was 0.85 Gy (0.93 Gy) and 0.88 Gy (0.95 Gy), respectively. The mean uncertainty (difference between maximal and minimal dose considering all the 10 methods) to estimate the cumulated mean dose to the par...Continue Reading

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Citations

Jan 23, 2016·Lasers in Medical Science·Margherita GobboMatteo Biasotto
Mar 20, 2016·Radiotherapy and Oncology : Journal of the European Society for Therapeutic Radiology and Oncology·Mohamed NassefRenaud de Crevoisier
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Jul 4, 2016·Radiotherapy and Oncology : Journal of the European Society for Therapeutic Radiology and Oncology·Pengcheng ZhangRenaud De Crevoisier
Jul 30, 2017·Journal of Medical Radiation Sciences·Wannapha NobnopTaweap Sanghangthum
Feb 18, 2018·Medical Physics·Bastien RigaudRenaud De Crevoisier
Nov 9, 2017·Physics in Medicine and Biology·Cornel ZachiuMario Ries
Oct 12, 2018·Strahlentherapie und Onkologie : Organ der Deutschen Röntgengesellschaft ... [et al]·A BarateauR De Crevoisier
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Aug 28, 2019·Cancer radiothérapie : journal de la Société française de radiothérapie oncologique·J BiauM Lapeyre

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Methods Mentioned

BETA
X-Ray

Software Mentioned

DIR
R
ElastiX
ITK

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