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Experimental realization of dynamic fluence field optimization for proton computed tomography

Authors :
Mark Pankuch
Christina Sarosiek
Guillaume Landry
V. Rykalin
Reinhard W. Schulte
Jannis Dickmann
Katia Parodi
George Coutrakon
Nicholas Detrich
Simon Rit
R. P. Johnson
Georgios Dedes
Fakultät für Physik [Garching]
Ludwig-Maximilians-Universität München (LMU)
Northern Illinois University
Northwestern Medicine [Chicago, IL, États-Unis]
ProtonVDA Inc. [Naperville, IL, USA]
Centre de Recherche en Acquisition et Traitement de l'Image pour la Santé (CREATIS)
Université Jean Monnet [Saint-Étienne] (UJM)-Hospices Civils de Lyon (HCL)-Institut National des Sciences Appliquées de Lyon (INSA Lyon)
Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)
Ion Beam Applications SA [Louvain-La-Neuve, Belgium]
IBA
University of California [Santa Cruz] (UCSC)
University of California
Loma Linda University
Ludwig Maximilian University [Munich] (LMU)
German Cancer Consortium [Munich, Germany] ( Partner Sites)
Rit, Simon
Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon)
Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Hospices Civils de Lyon (HCL)-Université Jean Monnet - Saint-Étienne (UJM)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)
University of California [Santa Cruz] (UC Santa Cruz)
University of California (UC)
Source :
Physics in medicine and biology, vol 65, iss 19, Physics in Medicine and Biology, Physics in Medicine and Biology, IOP Publishing, 2020, 65 (19), pp.195001. ⟨10.1088/1361-6560/ab9f5f⟩, Physics in Medicine and Biology, 2020, 65 (19), pp.195001. ⟨10.1088/1361-6560/ab9f5f⟩
Publication Year :
2020
Publisher :
eScholarship, University of California, 2020.

Abstract

Proton computed tomography (pCT) has high accuracy and dose efficiency in producing spatial maps of the relative stopping power (RSP) required for treatment planning in proton therapy. With fluence-modulated pCT (FMpCT), prescribed noise distributions can be achieved, which allows to decrease imaging dose by employing object-specific dynamically modulated fluence during the acquisition. For FMpCT acquisitions we divide the image into region-of-interest (ROI) and non-ROI volumes. In proton therapy, the ROI volume would encompass all treatment beams. An optimization algorithm then calculates dynamically modulated fluence that achieves low prescribed noise inside the ROI and high prescribed noise elsewhere. It also produces a planned noise distribution, which is the expected noise map for that fluence, as calculated with a Monte Carlo simulation. The optimized fluence can be achieved by acquiring pCT images with grids of intensity modulated pencil beams. In this work, we interfaced the control system of a clinical proton beam line to deliver the optimized fluence. Using three phantoms we acquired images with uniform fluence, with a constant noise prescription, and with an FMpCT task. Image noise distributions as well as fluence maps were compared to the corresponding planned distributions as well as to the prescription. Furthermore, we propose a correction method that removes image artifacts stemming from the acquisition with pencil beams having a spatially varying energy distribution that is not seen in clinical operation. RSP accuracy of FMpCT scans was compared to uniform scans and was found to be comparable to standard pCT scans. While we identified technical improvements for future experimental acquisitions, in particular related to an unexpected pencil beam size reduction and a misalignment of the fluence pattern, agreement with the planned noise was satisfactory and we conclude that FMpCT optimized for specific image noise prescriptions is experimentally feasible.

Details

ISSN :
00319155 and 13616560
Database :
OpenAIRE
Journal :
Physics in medicine and biology, vol 65, iss 19, Physics in Medicine and Biology, Physics in Medicine and Biology, IOP Publishing, 2020, 65 (19), pp.195001. ⟨10.1088/1361-6560/ab9f5f⟩, Physics in Medicine and Biology, 2020, 65 (19), pp.195001. ⟨10.1088/1361-6560/ab9f5f⟩
Accession number :
edsair.doi.dedup.....3282ee4ecc8b9a3999cf38a7f3ac8154
Full Text :
https://doi.org/10.1088/1361-6560/ab9f5f⟩