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Technical feasibility of magnetic resonance fingerprinting on a 1.5T MRI-linac

Tom Bruijnen, Oscar van der Heide, Martijn Intven, Stella Mook, J J W Lagendijk, Cornelis A. T. van den Berg, Rob H.N. Tijssen

2020Physics in Medicine and Biology24 citationsDOIOpen Access PDF

Abstract

Hybrid MRI-linac (MRL) systems enable daily multiparametric quantitative MRI to assess tumor response to radiotherapy. Magnetic resonance fingerprinting (MRF) may provide time efficient means of rapid multiparametric quantitative MRI. The accuracy of MRF, however, relies on adequate control over system imperfections, such as eddy currents and [Formula: see text], which are different and not as well established on MRL systems compared to diagnostic systems. In this study we investigate the technical feasibility of gradient spoiled 2D MRF on a 1.5T MRL. We show with phantom experiments that the MRL generates reliable MRF signals that are temporally stable during the day and have good agreement with spin-echo reference measurements. Subsequent in-vivo MRF scans in healthy volunteers and a patient with a colorectal liver metastasis showed good image quality, where the quantitative values of selected organs corresponded with the values reported in literature. Therefore we conclude that gradient spoiled 2D MRF is feasible on a 1.5T MRL with similar performance as on a diagnostic system. The precision and accuracy of the parametric maps are sufficient for further investigation of the clinical utility of MRF for online quantitatively MRI-guided radiotherapy.

Topics & Concepts

Imaging phantomMagnetic resonance imagingComputer scienceArtificial intelligenceNuclear medicineParametric statisticsNuclear magnetic resonanceMathematicsMedicineRadiologyPhysicsStatisticsAdvanced MRI Techniques and ApplicationsElectron Spin Resonance StudiesAtomic and Subatomic Physics Research
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