Title :
A comparative study of assessment methods for medical image quality
Author :
Junqing Liu ; Jianfeng He ; Honglei Chen ; Lei Ma ; Qian Zhang ; Lipeng Pan
Author_Institution :
Kunming Univ. of Sci. & Technol., Kunming, China
Abstract :
Image reconstruction plays an important role in medical imaging technology, the quality of reconstructed image will directly affect the results of clinical diagnosis. How to assess the quality of the image is an attractive research topic. In this paper, a comparative study of quality assessment for medical image with seven common algorithms was presented, the images were reconstructed from the result of the GATE (Geant4 Application for Tomographic Emission) simulation of PET/CT imaging, then the algorithms are used to assess the reconstructed image. The results of comparative experiment show that the algorithms have their individual characteristics to assess image quality, appropriate method or a comprehensive method should be selected for the assessment of reconstructed medical image depending on clinical practice.
Keywords :
computerised tomography; image reconstruction; medical image processing; positron emission tomography; CT imaging simulation; GATE; Geant4 Application for Tomographic Emission; PET imaging simulation; clinical diagnosis; computed tomography; medical image quality assessment; medical image reconstruction; medical imaging technology; positron emission tomography; GATE; image reconstruction; medical image; quality assessment;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4673-1183-0
DOI :
10.1109/BMEI.2012.6512971