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Image database, AI and capsule endoscopy; the bets are on.

作者信息

Koulaouzidis Anastasios, Toth Ervin

机构信息

Endoscopy Unit, Centre for Liver & Digestive Disorders, The Royal Infirmary of Edinburgh, Scotland.

Department of Gastroenterology, Skåne University Hospital, Malmö, Lund University, Sweden.

出版信息

Endosc Int Open. 2020 Mar;8(3):E421-E422. doi: 10.1055/a-1073-7726. Epub 2020 Feb 21.

DOI:10.1055/a-1073-7726
PMID:32119001
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7035136/
Abstract
摘要

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Development and Validation of an Artificial Intelligence Model for Small Bowel Capsule Endoscopy Video Review.开发和验证用于小肠胶囊内镜视频审查的人工智能模型。
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Artificial intelligence, capsule endoscopy, databases, and the Sword of Damocles.人工智能、胶囊内镜、数据库与达摩克利斯之剑。
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本文引用的文献

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CAD-CAP: a 25,000-image database serving the development of artificial intelligence for capsule endoscopy.CAD-CAP:一个拥有25000张图像的数据库,用于支持胶囊内镜人工智能的开发。
Endosc Int Open. 2020 Mar;8(3):E415-E420. doi: 10.1055/a-1035-9088. Epub 2020 Feb 21.
2
Performance measures for small-bowel endoscopy: A European Society of Gastrointestinal Endoscopy (ESGE) Quality Improvement Initiative.小肠镜检查的性能指标:欧洲胃肠道内镜学会(ESGE)质量改进倡议。
United European Gastroenterol J. 2019 Jun;7(5):614-641. doi: 10.1177/2050640619850365. Epub 2019 May 15.
3
Nomenclature and semantic description of vascular lesions in small bowel capsule endoscopy: an international Delphi consensus statement.小肠胶囊内镜检查中血管病变的命名和语义描述:一项国际德尔菲共识声明。
Endosc Int Open. 2019 Mar;7(3):E372-E379. doi: 10.1055/a-0761-9742. Epub 2019 Feb 28.
4
Follow-up on: optimizing lesion detection in small bowel capsule endoscopy and beyond: from present problems to future solutions.后续研究:优化小肠胶囊内镜中的病变检测及其他问题:从当前问题到未来解决方案。
Expert Rev Gastroenterol Hepatol. 2019 Feb;13(2):129-141. doi: 10.1080/17474124.2019.1553616. Epub 2018 Dec 6.
5
A neural network algorithm for detection of GI angiectasia during small-bowel capsule endoscopy.一种用于小肠胶囊内镜检查中胃肠道血管扩张检测的神经网络算法。
Gastrointest Endosc. 2019 Jan;89(1):189-194. doi: 10.1016/j.gie.2018.06.036. Epub 2018 Jul 11.
6
Development of a computed cleansing score to assess quality of bowel preparation in colon capsule endoscopy.用于评估结肠胶囊内镜检查中肠道准备质量的计算机清洁评分的开发。
Endosc Int Open. 2018 Jul;6(7):E844-E850. doi: 10.1055/a-0577-2897. Epub 2018 Jul 4.
7
Small-bowel capsule endoscopy and device-assisted enteroscopy for diagnosis and treatment of small-bowel disorders: European Society of Gastrointestinal Endoscopy (ESGE) Technical Review.小肠胶囊内镜检查及器械辅助小肠镜检查在小肠疾病诊断和治疗中的应用:欧洲胃肠内镜学会(ESGE)技术综述
Endoscopy. 2018 Apr;50(4):423-446. doi: 10.1055/a-0576-0566. Epub 2018 Mar 14.
8
The Lewis score or the capsule endoscopy Crohn's disease activity index: which one is better for the assessment of small bowel inflammation in established Crohn's disease?刘易斯评分还是胶囊内镜克罗恩病活动指数:哪一个更适合评估已确诊克罗恩病的小肠炎症?
Therap Adv Gastroenterol. 2018 Jan 14;11:1756283X17747780. doi: 10.1177/1756283X17747780. eCollection 2018.
9
KID Project: an internet-based digital video atlas of capsule endoscopy for research purposes.KID项目:一个用于研究目的的基于互联网的胶囊内镜数字视频图谱。
Endosc Int Open. 2017 Jun;5(6):E477-E483. doi: 10.1055/s-0043-105488. Epub 2017 May 31.
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The validity of suspected blood indicator software in capsule endoscopy: a systematic review and meta-analysis.胶囊内镜中疑似血液指标软件的有效性:一项系统评价和荟萃分析。
Expert Rev Gastroenterol Hepatol. 2017 Jan;11(1):43-51. doi: 10.1080/17474124.2017.1257384. Epub 2016 Nov 21.