Quantitative image analysis of celiac disease
- PMID: 25759524
- PMCID: PMC4351206
- DOI: 10.3748/wjg.v21.i9.2577
Quantitative image analysis of celiac disease
Abstract
We outline the use of quantitative techniques that are currently used for analysis of celiac disease. Image processing techniques can be useful to statistically analyze the pixular data of endoscopic images that is acquired with standard or videocapsule endoscopy. It is shown how current techniques have evolved to become more useful for gastroenterologists who seek to understand celiac disease and to screen for it in suspected patients. New directions for focus in the development of methodology for diagnosis and treatment of this disease are suggested. It is evident that there are yet broad areas where there is potential to expand the use of quantitative techniques for improved analysis in suspected or known celiac disease patients.
Keywords: Celiac disease; Frequency analysis; Motility; Videocapsule; Villous atrophy.
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References
-
- Niewinski MM. Advances in celiac disease and gluten-free diet. J Am Diet Assoc. 2008;108:661–672. - PubMed
-
- Briani C, Samaroo D, Alaedini A. Celiac disease: from gluten to autoimmunity. Autoimmun Rev. 2008;7:644–650. - PubMed
-
- Green PH, Jabri B. Coeliac disease. Lancet. 2003;362:383–391. - PubMed
-
- Culliford A, Daly J, Diamond B, Rubin M, Green PH. The value of wireless capsule endoscopy in patients with complicated celiac disease. Gastrointest Endosc. 2005;62:55–61. - PubMed
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