2021
DOI: 10.1016/j.gie.2020.08.014
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Abstract: Capsule endoscopy (CE) has revolutionized the investigation of various small-bowel abnormalities. About 10 devices fabricated by 5 companies are commercially available. As the capsule travels through the GI tract, thousands of pictures are automatically captured and transmitted to a recorder. Although the procedure is minimally invasive, physicians must review over 10,000 images per patient, which is obviously very time consuming. Physicians also fear the risk of oversight; any abnormality may be evident in on… Show more

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Cited by 2 publications
(4 citation statements)
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“…An additional field with fast development of AI research is CE, with several publications evaluating deep learning for automated detection of inflammatory lesions, 1926 vascular lesions, 27,28 protruding lesions and masses, 29 and scoring of bowel cleanliness. 30 The accuracy for most of these tasks was reported to be at least 90% and frequently much higher.…”
Section: Introductionmentioning
confidence: 99%
See 1 more Smart Citation
“…An additional field with fast development of AI research is CE, with several publications evaluating deep learning for automated detection of inflammatory lesions, 1926 vascular lesions, 27,28 protruding lesions and masses, 29 and scoring of bowel cleanliness. 30 The accuracy for most of these tasks was reported to be at least 90% and frequently much higher.…”
Section: Introductionmentioning
confidence: 99%
“…5 in Gastrointestinal tract (GI) assist in early detection of gastric neoplasia, 9,10 Barrett's esophagus, 11 endoscopic ultrasound, 12,13 and grading of mucosal inflammation in ulcerative colitis. [14][15][16][17][18] An additional field with fast development of AI research is CE, with several publications evaluating deep learning for automated detection of inflammatory lesions, [19][20][21][22][23][24][25][26] vascular lesions, 27,28 protruding lesions and masses, 29 and scoring of bowel cleanliness. 30 The accuracy for most of these tasks was reported to be at least 90% and frequently much higher.…”
Section: Introductionmentioning
confidence: 99%
“…AI is being implemented in several other areas of GI endoscopies, such as early detection of gastric neoplasia, 9 , 10 Barrett’s esophagus, 11 endoscopic ultrasound, 12 , 13 and grading of mucosal inflammation in ulcerative colitis. 14 18 An additional field with the fast development of AI research is capsule endoscopy (CE), with several publications evaluating deep learning for automated detection of inflammatory lesions, 19 26 vascular lesions, 27 , 28 protruding and neoplastic lesions/masses, 29 and scoring of bowel cleanliness. 30…”
Section: Introductionmentioning
confidence: 99%
“…[1][2][3][4][5][6][7][8] Some of the systems are already being used routinely across the world, even though real-world implementation results are still lacking. field with the fast development of AI research is capsule endoscopy (CE), with several publications evaluating deep learning for automated detection of inflammatory lesions, [19][20][21][22][23][24][25][26] vascular lesions, 27,28 protruding and neoplastic lesions/ masses, 29 and scoring of bowel cleanliness. 30 However, there are still multiple challenges in the way of implementation of the impressive experimental performance of AI in CE in clinical practice.…”
Section: Introductionmentioning
confidence: 99%