A single phantom, a single statistical method for low-contrast detectability assessment
| Autor: | Mariagrazia Quattrocchi, Federica Rottoli, F. Emiro, S. Strocchi, Monica Cavallari, Annalisa Trianni, Loredana D'Ercole, P. Bregant, Michele Signoriello, Paola Nocera, Lucia Riccardi, Stefano Riga, S. Nici, A. Loria, A. Radice, L. Milan, Carlo Giordano, A. Taddeucci, Giorgia Guerra, Felicita Luraschi, Daniela Origgi, Cristina De Mattia, N. Oberhofer, M. Felisi, N. Paruccini, Francesca Pietrobon, Laura Mantovani, Luisa Pierotti, Paola Colombo, R. Villa, Raffaella Soavi |
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| Rok vydání: | 2021 |
| Předmět: |
Quality Control
medicine.diagnostic_test Phantoms Imaging Computer science business.industry Biophysics Reproducibility of Results General Physics and Astronomy Statistical model General Medicine Imaging phantom Radiographic Image Enhancement Software Robustness (computer science) medicine Mammography Fluoroscopy Radiology Nuclear Medicine and imaging Computer vision Artificial intelligence business Reliability (statistics) Digital radiography |
| Zdroj: | Physica Medica. 91:28-42 |
| ISSN: | 1120-1797 |
| DOI: | 10.1016/j.ejmp.2021.10.007 |
| Popis: | Purpose The assessment of low-contrast-details is a part of the quality control (QC) program in digital radiology. It generally consists of evaluating the threshold contrast (Cth) detectability details for different-sized inserts, appropriately located in dedicated QC test tools. This work aims to propose a simplified method, based on a statistical model approach for threshold contrast estimation, suitable for different modalities in digital radiology. Methods A home-made low-contrast phantom, made of a central aluminium insert with a step-wedge, was assembled and tested. The reliability and robustness of the method were investigated for Mammography, Digital Radiography, Fluoroscopy and Angiography. Images were analysed using our dedicated software developed on Matlab®. The Cth is expressed in the same unit (mmAl) for all studied modalities. Results This method allows the collection of Cth information from different modalities and equipment by different vendors, and it could be used to define typical values. Results are summarized in detail. For 0.5 diameter detail, Cth results are in the range of: 0.018–0.023 mmAl for 2D mammography and 0.26–0.34 mmAl DR images. For angiographic images, for 2.5 mm diameter detail, the Cth s median values are 0.55, 0.4, 0.06, 0.12 mmAl for low dose fluoroscopy, coronary fluorography, cerebral and abdominal DSA, respectively. Conclusions The statistical method proposed in this study gives a simple approach for Low-Contrast-Details assessment, and the typical values proposed can be implemented in a QA program for digital radiology modalities. |
| Databáze: | OpenAIRE |
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