ArticleDigestive diseases and sciences2012
Quantitative estimates of motility from videocapsule endoscopy are useful to discern celiac patients from controls.
Article in Digestive diseases and sciences, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.
- Current Evidence on Computer-Aided Diagnosis of Celiac Disease: Systematic Review.Frontiers in pharmacology · 2020Pooled it
- Image-enhanced endoscopy with I-scan technology for the evaluation of duodenal villous patterns.Digestive diseases and sciences · 2013Trial
- Coeliac disease and the videocapsule: what have we learned till now.Annals of translational medicine · 2017Review
- Recommendations to quantify villous atrophy in video capsule endoscopy images of celiac disease patients.World journal of gastrointestinal endoscopy · 2016Article
- Overview of technical solutions and assessment of clinical usefulness of capsule endoscopy.Biomedical engineering online · 2015Review
- Survey on computer aided decision support for diagnosis of celiac disease.Computers in biology and medicine · 2015Review
- Quantitative image analysis of celiac disease.World journal of gastroenterology · 2015Review
- Involvement of interleukin-17A-induced hypercontractility of intestinal smooth muscle cells in persistent gut motor dysfunction.PloS one · 2014Article
- Implementation of a polling protocol for predicting celiac disease in videocapsule analysis.World journal of gastrointestinal endoscopy · 2013Article
- Detection of villous atrophy using endoscopic images for the diagnosis of celiac disease.Digestive diseases and sciences · 2013Article
- Small bowel motility from videocapsule endoscopy: beware of false prophets!Digestive diseases and sciences · 2013Article
- Clinical applications of small bowel capsule endoscopy.Clinical and experimental gastroenterology · 2013Article
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5 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundPrior work has shown that videocapsule endoscopy image features are a useful tool for quantitatively distinguishing the intestinal mucosal surface of untreated celiac patients from that of controls. The use of dynamic estimates of wall motility may further help to improve classification.
methodsVideocapsule endoscopy clips (200 frames each, 2 frames/s, 576 × 576 pixels/frame) were acquired at five small intestinal locations in 11 untreated celiac patients (celiacs) and ten controls. Color images were converted to grayscale and analyzed frame-by-frame. Variations in the position and width of the center of the small intestinal lumen were quantitatively estimated. The darkest grayscale pixels were used as an estimate of the lumen center. Over 200 frames, the standard deviation of the lumen center xy position and the mean and standard deviation in lumen center width were used as dynamic estimates of wall motility. These parameters were plotted in three-dimensional space, and the best discriminant function was used to classify celiacs versus controls at each of the following five locations: (1) duodenal bulb, (2) distal duodenum, (3) jejunum, (4) ileum, and (5) distal ileum.
resultsThe overall sensitivity for the classification of celiacs versus controls at all five locations was 98.2 %, while the specificity was 96.0 %. From location 1 to 5, there was a tendency for the lumen center width to diminish in terms of frame-to-frame variability by 7.6 % in celiacs (r (2) = 0.4) and 9.7 % in controls (r (2) = 0.7).
conclusionsIn addition to examining the mucosal surface, videocapsule endoscopy can assess small bowel intestinal motility and aid in distinguishing celiac patients from controls.
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