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The influence of dual-energy computed tomography image noise in proton therapy treatment planning
Umeå universitet, Medicinska fakulteten, Institutionen för strålningsvetenskaper, Radiofysik.
Umeå universitet, Medicinska fakulteten, Institutionen för strålningsvetenskaper, Radiofysik.
2023 (Engelska)Ingår i: Physics and Imaging in Radiation Oncology, E-ISSN 2405-6316, Vol. 28, artikel-id 100493Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Background and purpose: In proton therapy, a 3.5% margin is often used to account for proton range uncertainties, of which computed tomography (CT) image noise is assumed to contribute 0.5%. This work evaluates the noise-sensitivity of three dual-energy computed tomography (DECT)-based methods for mapping proton stopping power relative to water (SPR): Näsmark & Andersson (N&A), Landry-Saito (L-S), and the commercial application DirectSPR.

Methods and materials: DECT image data of a CIRS-062M phantom was acquired with CT scanners from two different vendors. Acquisitions were repeated 30 times to account for intra- and inter-scan variations. SPR maps were generated with the three DECT-based methods and range simulated in a commercial treatment planning system.

Results: Noise in input data was amplified in L-S SPR maps, kept level with DirectSPR, while N&A compressed noise overall but displayed sensitivity to the choice of input data, potentially leading to increased noise levels. In our simulations, only N&A improved upon the assumed 0.5% noise contribution to range uncertainty on one scanner. On the other scanner, uncertainties exceeded 0.5% for all three methods. Mitigation of this issue was demonstrated by using a method employing virtual mono-energetic images as input. Increasing imaging radiation dose, as expected, alleviates the problem, while applying noise reduction only helped to a lesser extent.

Conclusions: While range uncertainty due to noise is small compared to other contributions, it becomes more important as we move towards smaller treatment margins and the noise-sensitivity of SPR mapping methods should be carefully estimated and considered before clinical implementation.

Ort, förlag, år, upplaga, sidor
Elsevier, 2023. Vol. 28, artikel-id 100493
Nyckelord [en]
Dual-energy computed tomography, Proton therapy, Stopping power mapping
Nationell ämneskategori
Radiologi och bildbehandling
Identifikatorer
URN: urn:nbn:se:umu:diva-215087DOI: 10.1016/j.phro.2023.100493ISI: 001088847100001Scopus ID: 2-s2.0-85172684184OAI: oai:DiVA.org:umu-215087DiVA, id: diva2:1804598
Forskningsfinansiär
Barncancerfonden, MT2018-0014Barncancerfonden, MT2020-0011Cancerforskningsfonden i Norrland, AMP-1099Tillgänglig från: 2023-10-13 Skapad: 2023-10-13 Senast uppdaterad: 2025-04-24Bibliografiskt granskad

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Näsmark, TorbjörnAndersson, Jonas

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