Study on detection rate of polyps and adenomas in artificial-intelligence-aided colonoscopy
Background/Aim: To study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy. Materials and Methods: A total of 1026 patients were prospectively randomly scheduled for colonoscopy with (the CADe group, CADe) or without (the control group,...
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| Published in | Saudi journal of gastroenterology Vol. 26; no. 1; pp. 13 - 19 |
|---|---|
| Main Authors | , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
India
Wolters Kluwer India Pvt. Ltd
01.01.2020
Medknow Publications and Media Pvt. Ltd Medknow Publications & Media Pvt. Ltd Wolters Kluwer - Medknow Wolters Kluwer Medknow Publications |
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| Online Access | Get full text |
| ISSN | 1319-3767 1998-4049 1998-4049 |
| DOI | 10.4103/sjg.SJG_377_19 |
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| Abstract | Background/Aim: To study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy.
Materials and Methods: A total of 1026 patients were prospectively randomly scheduled for colonoscopy with (the CADe group, CADe) or without (the control group, CON) the aid of the CADe system, together with visual notification and voice alarm, so as to compare the detection rate of polyp.
Results: Compared with group CON, the detection rate of adenomas increased in group CADe, the average number of adenomas increased, the number of small adenomas increased, the number of proliferative polyps increased, and the differences were statistically significant (P < 0.001), but the comparison for the number of larger adenomas showed no significant difference between the groups (P> 0.05).
Conclusions: The CADe system is feasible for increasing the detection of polyps and adenomas in colonoscopy. |
|---|---|
| AbstractList | To study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy.
A total of 1026 patients were prospectively randomly scheduled for colonoscopy with (the CADe group, CADe) or without (the control group, CON) the aid of the CADe system, together with visual notification and voice alarm, so as to compare the detection rate of polyp.
Compared with group CON, the detection rate of adenomas increased in group CADe, the average number of adenomas increased, the number of small adenomas increased, the number of proliferative polyps increased, and the differences were statistically significant (P < 0.001), but the comparison for the number of larger adenomas showed no significant difference between the groups (P> 0.05).
The CADe system is feasible for increasing the detection of polyps and adenomas in colonoscopy. Background/Aim: To study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy. Materials and Methods: A total of 1026 patients were prospectively randomly scheduled for colonoscopy with (the CADe group, CADe) or without (the control group, CON) the aid of the CADe system, together with visual notification and voice alarm, so as to compare the detection rate of polyp. Results: Compared with group CON, the detection rate of adenomas increased in group CADe, the average number of adenomas increased, the number of small adenomas increased, the number of proliferative polyps increased, and the differences were statistically significant (P < 0.001), but the comparison for the number of larger adenomas showed no significant difference between the groups (P> 0.05). Conclusions: The CADe system is feasible for increasing the detection of polyps and adenomas in colonoscopy. To study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy.BACKGROUND/AIMTo study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy.A total of 1026 patients were prospectively randomly scheduled for colonoscopy with (the CADe group, CADe) or without (the control group, CON) the aid of the CADe system, together with visual notification and voice alarm, so as to compare the detection rate of polyp.MATERIALS AND METHODSA total of 1026 patients were prospectively randomly scheduled for colonoscopy with (the CADe group, CADe) or without (the control group, CON) the aid of the CADe system, together with visual notification and voice alarm, so as to compare the detection rate of polyp.Compared with group CON, the detection rate of adenomas increased in group CADe, the average number of adenomas increased, the number of small adenomas increased, the number of proliferative polyps increased, and the differences were statistically significant (P < 0.001), but the comparison for the number of larger adenomas showed no significant difference between the groups (P> 0.05).RESULTSCompared with group CON, the detection rate of adenomas increased in group CADe, the average number of adenomas increased, the number of small adenomas increased, the number of proliferative polyps increased, and the differences were statistically significant (P < 0.001), but the comparison for the number of larger adenomas showed no significant difference between the groups (P> 0.05).The CADe system is feasible for increasing the detection of polyps and adenomas in colonoscopy.CONCLUSIONSThe CADe system is feasible for increasing the detection of polyps and adenomas in colonoscopy. Background/Aim: To study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy. Materials and Methods: A total of 1026 patients were prospectively randomly scheduled for colonoscopy with (the CADe group, CADe) or without (the control group, CON) the aid of the CADe system, together with visual notification and voice alarm, so as to compare the detection rate of polyp. Results: Compared with group CON, the detection rate of adenomas increased in group CADe, the average number of adenomas increased, the number of small adenomas increased, the number of proliferative polyps increased, and the differences were statistically significant (P < 0.001), but the comparison for the number of larger adenomas showed no significant difference between the groups (P> 0.05). Conclusions: The CADe system is feasible for increasing the detection of polyps and adenomas in colonoscopy. |
| Audience | Academic |
| Author | Liu, Wen-Na Huang, Jin Zhang, Xi-Dou Zhang, Yang-Yang Bian, Xu-Qiang Wang, Li-Juan Yang, Qiang |
| AuthorAffiliation | Department of Digestive Endoscopy, No. 988 Hospital of Joint Logistic Support Force of PLA, Zhengzhou, China |
| AuthorAffiliation_xml | – name: Department of Digestive Endoscopy, No. 988 Hospital of Joint Logistic Support Force of PLA, Zhengzhou, China |
| Author_xml | – sequence: 1 givenname: Wen-Na surname: Liu fullname: Liu, Wen-Na organization: Department of Digestive Endoscopy, No. 988 Hospital of Joint Logistic Support Force of PLA, Zhengzhou – sequence: 2 givenname: Yang-Yang surname: Zhang fullname: Zhang, Yang-Yang organization: Department of Digestive Endoscopy, No. 988 Hospital of Joint Logistic Support Force of PLA, Zhengzhou – sequence: 3 givenname: Xu-Qiang surname: Bian fullname: Bian, Xu-Qiang organization: Department of Digestive Endoscopy, No. 988 Hospital of Joint Logistic Support Force of PLA, Zhengzhou – sequence: 4 givenname: Li-Juan surname: Wang fullname: Wang, Li-Juan organization: Department of Digestive Endoscopy, No. 988 Hospital of Joint Logistic Support Force of PLA, Zhengzhou – sequence: 5 givenname: Qiang surname: Yang fullname: Yang, Qiang organization: Department of Digestive Endoscopy, No. 988 Hospital of Joint Logistic Support Force of PLA, Zhengzhou – sequence: 6 givenname: Xi-Dou surname: Zhang fullname: Zhang, Xi-Dou organization: Department of Digestive Endoscopy, No. 988 Hospital of Joint Logistic Support Force of PLA, Zhengzhou – sequence: 7 givenname: Jin surname: Huang fullname: Huang, Jin organization: Department of Digestive Endoscopy, No. 988 Hospital of Joint Logistic Support Force of PLA, Zhengzhou |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/31898644$$D View this record in MEDLINE/PubMed |
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| Keywords | detection rate polyp Adenoma colonoscopy artificial intelligence |
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| Snippet | Background/Aim: To study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy.
Materials and... To study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy. A total of 1026 patients were... Background/Aim: To study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy. Materials and... To study the impact of computer-aided detection (CADe) system on the detection rate of polyps and adenomas in colonoscopy.BACKGROUND/AIMTo study the impact of... |
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| SubjectTerms | adenoma Adenoma - diagnosis Adenoma - pathology Adult Artificial intelligence Artificial Intelligence - statistics & numerical data Biopsy Colon Colonic Polyps - diagnosis Colonic Polyps - pathology Colonoscopy Colonoscopy - methods Deep learning detection rate Diagnosis, Computer-Assisted - methods Endoscopy Female Human error Humans Logistics Machine learning Male Middle Aged Neural networks Nurses Original Performance evaluation Polyethylene glycol polyp Polyps Prospective Studies Statistical analysis Tumors |
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| Title | Study on detection rate of polyps and adenomas in artificial-intelligence-aided colonoscopy |
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