DocumentCode
3565368
Title
Interdisciplinary approach to multimodal image fusion for vulnerable plaque detection
Author
Pohl, Christine ; Mohd Ali, Rosli ; Chand, Sanjiv Joshi Hari ; Tamin, Syahidah Syed ; Omar, Al Fazir ; Hamzah, Nur´Aqilah ; Nazirun, Nor Nisha Nadhira ; Supriyanto, Eko
Author_Institution
Associate Member IJN-UTM Cardiovascular Eng. Centre, Univ. Teknol. Malaysia, Skudai, Malaysia
fYear
2014
Firstpage
11
Lastpage
16
Abstract
In diagnosis, planning, intervention and monitoring of the potentially fatal Coronary Artery Disease multimodal medical imaging plays an important role. Medical cardiac images of patients suffering from Atherosclerosis exhibit information on cardiovascular plaque that can cause a sudden death due to its vulnerability. The identification of vulnerable plaque is an important research field and can be supported by the use of multimodal image fusion combining anatomical as well as functional information in one image medium. Image fusion has proven to enhance critical components of the multimodal data sources that enable improved diagnostics and intervention. The advancement of image fusion techniques and an intelligent selection of multimodal medical image combinations in the context of vulnerable plaque detection require an interdisciplinary approach. This paper reports on the first achievements of a collaborative research project involving clinicians and image processing engineers. During the first stage an interdisciplinary workflow was established. Critical research questions were identified. The second phase will concentrate on image processing to fuse selected multimodalities to obtain images of higher quality which will ease the daily work of the clinicians and reduce invasiveness for the patients.
Keywords
blood vessels; diseases; image fusion; medical image processing; atherosclerosis; cardiovascular plaque; fatal coronary artery disease; image fusion technique; interdisciplinary approach; medical cardiac image; multimodal image fusion; multimodal medical imaging; vulnerable plaque detection; Biomedical optical imaging; Integrated optics; Medical diagnostic imaging; Monitoring; Optical imaging; Optical sensors; Interdisciplinary research; atherosclerosis; coronary artery disease; medical image fusion; multimodality; vulnerable plaque;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Sciences (IECBES), 2014 IEEE Conference on
Type
conf
DOI
10.1109/IECBES.2014.7047466
Filename
7047466
Link To Document