Keywords: Neuro, Pediatric, AI
Motivation: Accelerated imaging can significantly reduce scan duration, but the impact on image and diagnostic quality must be evaluated before confident deployment in a clinical paediatric workflow.
Goal(s): Assess the impact of accelerated techniques on image and diagnostic quality of paediatric brain scans.
Approach: 16 paediatric patients underwent routine and accelerated neuroimaging in a tertiary paediatric centre. Two experienced neuroradiologists and a radiology resident blindly scored each set of images for image quality across multiple brain regions and assessed overall diagnostic quality.
Results: Routine and accelerated images received comparable image quality scores, but there was disagreement between radiologists over which provided better diagnostic quality.
Impact: Accelerated imaging techniques can be used to significantly reduce scan times in paediatric brain imaging whilst maintaining image quality, supporting confident clinical deployment.
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