|

Multireader image quality evaluation of dynamic myocardial computed tomography perfusion imaging with a novel four-dimensional noise reduction filter.

Researchers

Journal

Modalities

Models

Abstract

Dynamic myocardial computed tomography perfusion (CTP) is a novel technique able to depict cardiac ischemia.To evaluate the impact of a four-dimensional noise reduction filter (similarity filter [4D-SF]) on image quality in dynamic CTP imaging, allowing for substantial radiation dose reduction.Dynamic CTP datasets of 30 patients (16 women) with suspected coronary artery disease, acquired with a 320-slice CT system, were retrieved, reconstructed with the deep learning-based algorithm of the system (DLR), and filtered with the 4D-SF. For each case, signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) in six regions of interest (33-38mm2) were calculated before and after filtering, in four-chamber and short-axis views, and t-tested. Furthermore, six radiologists of different expertise evaluated subjective image preference by answering five visual grading analysis-type questions (regarding acceptable level of noise, absence of artifacts, natural appearance, cardiac contour sharpness, diagnostic acceptability) using a 5-point scale. The results were analyzed using visual grade characteristics (VGC) and intraclass correlation coefficient (ICC).Mean SNR in four-chamber view (unfiltered vs. filtered) were: septum=4.1ā€‰Ā±ā€‰2.1 versus 7.6ā€‰Ā±ā€‰5.6; lateral wall=4.5ā€‰Ā±ā€‰2.0 versus 8.0ā€‰Ā±ā€‰4.9; CNRseptum=16.6ā€‰Ā±ā€‰8.9 versus 31.7ā€‰Ā±ā€‰28; lateral wall=16.2ā€‰Ā±ā€‰8.9 versus 31.3ā€‰Ā±ā€‰28.9. Similar results were obtained in short-axis view. The perceived filtered image quality indicated decreased noise (VGCAUC=0.96) and artifacts (0.65), improved natural appearance (0.59), cardiac contour sharpness (0.74), and diagnostic acceptability (0.78). The inter-observer variability was excellent (ICC=0.79). All results were statistically significant (Pā€‰<ā€‰0.05).Similarity filtering after DLR improves image quality, possibly enabling dose reduction in dynamic CTP imaging in patient with suspected chronic coronary syndrome.

Similar Posts

Leave a Reply

Your email address will not be published. Required fields are marked *