DocumentCode
683770
Title
On evaluation of a multiscale-based CT image analysis and visualisation algorithm
Author
Lam, K.P. ; Collins, D.J. ; Sule-Suso, J. ; Bhana, R. ; Moloney, A.
Author_Institution
Sch. of Comput. & Math., Univ. of Keele, Keele, UK
fYear
2013
fDate
16-18 Dec. 2013
Firstpage
148
Lastpage
153
Abstract
Development of computed tomography (CT) protocols that minimise radiation dose for specific clinical treatments continues to be a major research focus. Building on the success of an earlier collaborative case study concerning prostate cancer diagnosis with pelvis CT images, this paper presents our evaluation results of a multi-scale texture analytic procedure developed to aid detection of specific anatomical features (abnormality, lesions, etc) in such images. This is a critical step in realising an intelligent and integrated image visualisation platform which will facilitate the construction of highly customised and personalised treatment plans. The ultimate aim is to provide in a single framework optimal software techniques for treatment planning, CT image-guided positioning and treatment delivery.
Keywords
cancer; computerised tomography; dosimetry; feature extraction; image texture; medical image processing; radiation therapy; CT image-guided positioning; abnormality; anatomical feature detection; computed tomography protocols; integrated image visualisation platform; intelligent image visualisation platform; lesions; multiscale texture analytic procedure; multiscale-based CT image analysis; pelvis CT images; personalised treatment plans; prostate cancer diagnosis; radiation dose minimisation; specific clinical treatments; treatment delivery; visualisation algorithm; Biomedical imaging; Computed tomography; Educational institutions; Feature extraction; Image segmentation; Planning; Shape; Active contours and Level sets; Mutliscale feature analysis; ground truth; image segmentation; radiotherapy treatment planning;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2013 6th International Conference on
Conference_Location
Hangzhou
Print_ISBN
978-1-4799-2760-9
Type
conf
DOI
10.1109/BMEI.2013.6746924
Filename
6746924
Link To Document