Deep learning algorithms for automated detection of Crohn's disease ulcers by video capsule endoscopy

Klang Eyal; Barash Yiftach; Margalit Reuma Yehuda; Soffer Shelly; Shimon Orit; Albshesh Ahmad; Ben-Horin Shomron; Amitai Marianne Michal; Eliakim Rami; Kopylov Uri

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Deep learning algorithms for automated detection of Crohn's disease ulcers by video capsule endoscopy

机译：通过视频胶囊内窥镜检查克罗恩病溃疡自动检测深度学习算法

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Background and Aims: The aim of our study was to develop and evaluate a deep learning algorithm for the automated detection of small-bowel ulcers in Crohn's disease (CD) on capsule endoscopy (CE) images of individual patients.

机译：背景和宗旨：我们的研究目的是开发和评估克罗恩病（CD）中小肠溃疡的自动检测深度学习算法（CD）在胶囊内窥镜（CD）的个体患者的图像上。

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《Gastrointestinal Endoscopy》 |2020年第3期|共10页
作者
Klang Eyal; Barash Yiftach; Margalit Reuma Yehuda; Soffer Shelly; Shimon Orit; Albshesh Ahmad; Ben-Horin Shomron; Amitai Marianne Michal; Eliakim Rami; Kopylov Uri;
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作者单位

Sheba Med Ctr Dept Diagnost Imaging Tel Hashomer Israel;

Sheba Med Ctr DeepVis Lab Tel Hashomer Israel;

Sheba Med Ctr Dept Gastroenterol Tel Hashomer Israel;

Sheba Med Ctr Dept Diagnost Imaging Tel Hashomer Israel;

Sheba Med Ctr Dept Diagnost Imaging Tel Hashomer Israel;

Sheba Med Ctr Dept Gastroenterol Tel Hashomer Israel;

Sheba Med Ctr Dept Gastroenterol Tel Hashomer Israel;

Sheba Med Ctr Dept Diagnost Imaging Tel Hashomer Israel;

Sheba Med Ctr Dept Gastroenterol Tel Hashomer Israel;

Sheba Med Ctr Dept Gastroenterol Tel Hashomer Israel;

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正文语种 eng
中图分类消化系及腹部疾病;
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1. Deep learning algorithms for automated detection of Crohn's disease ulcers by video capsule endoscopy [J] . Klang Eyal, Barash Yiftach, Margalit Reuma Yehuda, Gastrointestinal Endoscopy . 2020,第3期

机译：通过视频胶囊内窥镜检查克罗恩病溃疡自动检测深度学习算法
2. Role of video capsule endoscopy in the diagnostic algorithm of small bowel Crohn's disease [J] . Parfanov A. I., Akopova A. I., Shcherbakov P. L., Терапевтичесκий архив . 2019,第4期

机译：视频胶囊内窥镜在小肠克罗恩病的诊断算法中的作用
3. Detection of Taenia saginata infection mimicking Crohn's disease using video capsule endoscopy [J] . Elchanan Nussinson, Shira Yair‐Sabag, Fahmi Shibli Clinical Case Reports . 2018,第4期

机译：使用视频胶囊内窥镜检测模仿克罗恩病的牛带Ta虫感染
4. An intelligent system to detect Crohn's disease inflammation in Wireless Capsule Endoscopy videos [C] . Girgis H. Z., Mitchell B. R., Dassopoulos T., IEEE International Symposium on Biomedical Imaging: From Nano to Macro . 2010

机译：在无线胶囊内窥镜视频中检测克罗恩氏病炎症的智能系统
5. A novel synergistic diagnosis methodology for identifying abnormalities in wireless capsule endoscopy videos. [D] . Karargyris, Alexandros. 2010

机译：一种新颖的协同诊断方法，用于识别无线胶囊内窥镜视频中的异常。
6. Use of adaptive hybrid filtering process in Crohns disease lesion detection from real capsule endoscopy videos [O] . Vasileios S. Charisis, Leontios J. Hadjileontiadis 2016

机译：自适应混合过滤过程在克罗恩病病变的真实胶囊内窥镜检查视频中的应用
7. Morpho-functional evaluation of small bowel using wireless motility capsule and video capsule endoscopy in patients with known or suspected Crohn’s disease: pilot study [O] . Yung, Diana, Douglas, Sarah, Hobson, Anthony, 2016

机译：使用无线运动胶囊和视频胶囊内窥镜检查已知或疑似克罗恩病患者的小肠功能评估：试验研究

Deep learning algorithms for automated detection of Crohn's disease ulcers by video capsule endoscopy

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