Title :
Analysis of Crohn´s disease lesions in capsule endoscopy images
Author :
Bejakovic, Srdan ; Kumar, Rajesh ; Dassopoulos, Themistocles ; Mullin, Gerard ; Hager, Gregory
Author_Institution :
Johns Hopkins Univ., Baltimore, MD, USA
Abstract :
Capsule endoscopy (CE) is aimed at diagnosing disease in areas of the gastrointestinal (GI) tract beyond the reach of conventional endoscopy. Recent work has addressed various methods for reducing the complexity of CE diagnosis and the time needed for analyzing the data. This includes detection of lumen and its contractions, fluids such as blood and intestinal juices, as well as extraneous matter such as food and bubbles. This paper outlines our ongoing work to segment lesions (in particular Crohn´s disease) and other abnormalities in CE images. In particular, here we describe the data collection and clinical analysis for our project and preliminary results for segmenting abnormal and extraneous images from a set of 10 CE studies.
Keywords :
biological organs; biomedical optical imaging; diseases; endoscopes; image segmentation; medical image processing; CE diagnosis; Crohns disease lesion analysis; capsule endoscopy image; gastrointestinal area; image segmentation; lumen contraction; Blood; Clinical diagnosis; Data analysis; Diseases; Endoscopes; Gastrointestinal tract; Image analysis; Image segmentation; Intestines; Lesions;
Conference_Titel :
Robotics and Automation, 2009. ICRA '09. IEEE International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4244-2788-8
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2009.5152774
