A Comparative Study on a Novel Quality Assessment Protocol Based on Image Analysis Methods for Color Doppler Ultrasound Diagnostic Systems.
Giorgia FioriAndrada PicaSalvatore Andrea SciutoFranco MarinozziFabiano BiniAndrea ScorzaPublished in: Sensors (Basel, Switzerland) (2022)
Color Doppler (CD) imaging is widely used in diagnostics since it allows real-time detection and display of blood flow superimposed on the B-mode image. Nevertheless, to date, a shared worldwide standard on Doppler equipment testing is still lacking. In this context, the study herein proposed would give a contribution focusing on the combination of five test parameters to be included in a novel Quality Assessment (QA) protocol for CD systems testing. A first approach involving the use of the Kiviat diagram was investigated, assuming the diagram area, normalized with respect to one of the gold standards, as an index of the overall Doppler system performance. The QA parameters were obtained from the post-processing of CD data through the implementation of custom-written image analysis methods and procedures, here applied to three brand-new high-technology-level ultrasound systems. Experimental data were collected through phased and convex array probes, in two configuration settings, by means of a Doppler flow phantom set at different flow rate regimes. The outcomes confirmed that the Kiviat diagram might be a promising tool applied to quality controls of Doppler equipment, although further investigations should be performed to assess the sensitivity and specificity of the proposed approach.
Keyphrases
- blood flow
- magnetic resonance imaging
- randomized controlled trial
- high resolution
- healthcare
- primary care
- electronic health record
- big data
- machine learning
- deep learning
- fluorescence imaging
- adipose tissue
- mass spectrometry
- artificial intelligence
- magnetic resonance
- high throughput
- computed tomography
- ultrasound guided
- skeletal muscle
- loop mediated isothermal amplification
- sensitive detection
- contrast enhanced
- structural basis