Exploring the Role of GD-EOB-DTPA (Primovist®) MRI in Liver Stereotactic Body Radiation Therapy Accuracy

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dc.contributor.advisorPloquin, Nicolas
dc.contributor.advisorThind, Kundan
dc.contributor.authorKuznetsova, Svetlana
dc.contributor.committeememberGrendarova, Petra
dc.contributor.committeememberWieser, Michael
dc.contributor.committeememberKirkby, Charles
dc.contributor.committeememberVandervoort, Eric
dc.date2021-11
dc.date.accessioned2021-07-01T17:25:30Z
dc.date.available2021-07-01T17:25:30Z
dc.date.issued2021-06-17
dc.description.abstractLiver Stereotactic Body Radiation Therapy (SBRT) is an effective alternative to surgical resection for liver oligometastases. Liver SBRT technique allows for the delivery of total radiation dose in a much smaller number of treatments compared to conventional radiotherapy course. This results in a more efficient patient throughput, thus allowing for better allocation of clinical resources. Liver SBRT technique has become widespread, and there is increasing interest in its expansion to a broader patient population. Currently, liver SBRT still suffers from practice heterogeneities. Specifically, the number of treatments, motion management, and image guidance can vary across cancer centers. Due to this, the delivery accuracy can also vary across different practices of liver SBRT implementation. The Primovist®-enhanced MRI allows for the direct visualization of the radiation deposition region within the liver. Primovist® is a contrast agent with hepatocyte-specific property, resulting in the direct uptake by liver cells. This potentially creates a novel avenue for the geometric delivery accuracy assessment independent of a treatment’s peculiarities. The use of Primovist® MRI in radiotherapy is relatively new. The purpose of the work presented in this thesis is to develop a framework to help embed Primovist® MRI into the liver SBRT workflow to quantify the geometric accuracy of radiation delivery. To help embed Primovist® MRI into the liver SBRT workflow, the deformable image registration approach has been established and validated. We have conducted an extensive analysis of structure-guided deformable image registration with respect to its associated error and assessed its best implementation approach. One of the preventative factors that hampers wider use of Primovist® MRI is the manual requirement of localizing the visualization of radiation delivery. In this work, we have developed a framework to help automate the localization of radiation delivery. We were then able to use the established framework in conjunction with the validated deformable image registration to directly quantify the geometrical accuracy of liver SBRT delivery using Primovist® MRI. Furthermore, we compared the Primovist®-based geometrical accuracy against the interfractional motion. This work has laid the groundwork that will help with the wider adoption of Primovist® MRI in a liver SBRT workflow.en_US
dc.identifier.citationKuznetsova, S. (2021). Exploring the Role of GD-EOB-DTPA (Primovist®) MRI in Liver Stereotactic Body Radiation Therapy Accuracy (Doctoral thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.en_US
dc.identifier.doihttp://dx.doi.org/10.11575/PRISM/38974
dc.identifier.urihttp://hdl.handle.net/1880/113576
dc.language.isoengen_US
dc.publisher.facultyScienceen_US
dc.publisher.institutionUniversity of Calgaryen
dc.rightsUniversity of Calgary graduate students retain copyright ownership and moral rights for their thesis. You may use this material in any way that is permitted by the Copyright Act or through licensing that has been assigned to the document. For uses that are not allowable under copyright legislation or licensing, you are required to seek permission.en_US
dc.subjectSBRTen_US
dc.subject.classificationEducation--Sciencesen_US
dc.subject.classificationOncologyen_US
dc.subject.classificationPhysics--Radiationen_US
dc.titleExploring the Role of GD-EOB-DTPA (Primovist®) MRI in Liver Stereotactic Body Radiation Therapy Accuracyen_US
dc.typedoctoral thesisen_US
thesis.degree.disciplinePhysics & Astronomyen_US
thesis.degree.grantorUniversity of Calgaryen_US
thesis.degree.nameDoctor of Philosophy (PhD)en_US
ucalgary.item.requestcopytrueen_US
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