CT Texture Analysis Challenges: Influence of Acquisition and Reconstruction Parameters: A Comprehensive Review

CT Texture Analysis Challenges: Influence of Acquisition and Reconstruction Parameters: A Comprehensive Review

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Texture analysis in medical imaging is a promising tool that is designed to improve the characterization of abnormal images from patients, to ultimately serve as a predictive or prognostic biomarker.However, the nature of image acquisition itself implies variability in each pixel/voxel value that could jeopardize the usefulness of texture analysis in the medical field.In this review, a search photos de carhartt wip store toulouse was performed to identify current published data for computed tomography savage audio (CT) texture reproducibility and variability.On the basis of this analysis, the critical steps were identified with a view of using texture analysis as a reliable tool in medical imaging.The need to specify the CT scanners used and the associated parameters in published studies is highlighted.

Harmonizing acquisition parameters between studies is a crucial step for future texture analysis.