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Head motion during cone-beam computed tomography: Analysis of frequency and influence on image quality

Julius Moratin, Moritz Berger, Thomas Rückschloß, Karl Metzger, Hannah Berger, Maximilian Gottsauner, Michael Engel, Jürgen Hoffmann, Christian Freudlsperger, Oliver Ristow

2020Imaging Science in Dentistry13 citationsDOIOpen Access PDF

Abstract

PURPOSE: Image artifacts caused by patient motion cause problems in cone-beam computed tomography (CBCT) because they lead to distortion of the 3-dimensional reconstruction. This prospective study was performed to quantify patient movement during CBCT acquisition and its influence on image quality. MATERIALS AND METHODS: In total, 412 patients receiving CBCT imaging were equipped with a wireless head sensor system that detected inertial, gyroscopic, and magnetometric movements with 6 dimensions of freedom. The type and amplitude of movements during CBCT acquisition were evaluated and image quality was rated in 7 different anatomical regions of interest. For continuous variables, significance was calculated using the Student t-test. A linear regression model was applied to identify associations of the type and extent of motion with image quality scores. Kappa statistics were used to assess intra- and inter-rater agreement. Chi-square testing was used to analyze the impact of age and sex on head movement. RESULTS: >0.7). CONCLUSION: Relevant head motions during CBCT imaging were frequently detected, leading to image quality loss and potentially impairing diagnosis and therapy planning. The presented data illustrate the need for digital correction algorithms and hardware to minimize motion artefacts in CBCT imaging.

Topics & Concepts

Cone beam computed tomographyImage qualityDistortion (music)Artificial intelligenceComputer visionMedicineComputer scienceNuclear medicineRadiologyComputed tomographyImage (mathematics)Computer networkBandwidth (computing)AmplifierDental Radiography and ImagingAdvanced Radiotherapy TechniquesMedical Imaging Techniques and Applications
Head motion during cone-beam computed tomography: Analysis of frequency and influence on image quality | Litcius