A comprehensive review on the utility of capsule endoscopy in coeliac disease: From computational analysis to the bedside

Comput Biol Med. 2018 Nov 1:102:300-314. doi: 10.1016/j.compbiomed.2018.06.025. Epub 2018 Jun 28.

Abstract

Small bowel capsule endoscopy (SBCE) can identify macroscopic changes of coeliac disease and assess the extent of disease in the small bowel beyond the duodenum. SBCE has a good sensitivity for the detection of coeliac disease in comparison to histology owing to several ideal features such as a high magnification. It also plays a useful role in detecting complications in patients with refractory coeliac disease. Several studies have been carried out on transforming images obtained from small bowel capsule endoscopy to enable the automated detection of features related to coeliac disease. This review discusses the current roles played by small bowel capsule endoscopy in coeliac disease. It identifies future potential roles of this technique and describes in great detail the role of computational analysis in the detection of coeliac disease and how it can be adapted to current available technology.

Keywords: Coeliac disease; Enteroscopy; Image texture; Quantitative analysis; Refractory coeliac disease; Shape-from shading; Small bowel capsule endoscopy.

Publication types

  • Review

MeSH terms

  • Algorithms
  • Capsule Endoscopy*
  • Celiac Disease / diagnostic imaging*
  • Celiac Disease / therapy*
  • Diagnosis, Computer-Assisted / methods
  • Duodenum / diagnostic imaging
  • Humans
  • Image Processing, Computer-Assisted / methods
  • Intestinal Mucosa / diagnostic imaging
  • Intestine, Small / diagnostic imaging*
  • Intestine, Small / pathology
  • Pattern Recognition, Automated
  • Software