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相关概念视频

Endoscopic Procedures III: Video Capsule Endoscopy01:28

Endoscopic Procedures III: Video Capsule Endoscopy

188
Capsule endoscopy, or wireless or video capsule endoscopy, is a diagnostic procedure for examining the entire gastrointestinal tract. Patients swallow a capsule about the size of a vitamin tablet. The capsule is equipped with a transmitter, a battery, an LED light source, and a color video camera to capture images throughout the gastrointestinal tract. This procedure is particularly useful for diagnosing conditions such as Crohn's disease, ulcerative colitis, tumors, polyps, ulcers,...
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相关实验视频

Updated: Jul 18, 2025

Flexible Colonoscopy in Mice to Evaluate the Severity of Colitis and Colorectal Tumors Using a Validated Endoscopic Scoring System
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囊内镜的计算机辅助出血检测算法:系统审查

Ahmmad Musha1, Rehnuma Hasnat1, Abdullah Al Mamun2

  • 1Department of Electrical and Electronic Engineering, Pabna University of Science and Technology, Pabna 6600, Bangladesh.

Sensors (Basel, Switzerland)
|August 26, 2023
PubMed
概括
此摘要是机器生成的。

本系统性审查分析了囊内镜 (CE) 的计算机辅助出血检测算法. 它确定了关键算法及其实时胃肠道出血诊断的有效性.

关键词:
出血分类出血的分类检测出血 检测出血 检测出血识别出血的识别方法流血细分的分离出血.囊内镜检查 囊内镜检查无线囊内镜无线囊内镜

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科学领域:

  • 医疗成像医学成像
  • 胃肠病学 胃肠病学
  • 人工智能的人工智能

背景情况:

  • 囊内镜 (CE) 产生了大量的图像数据,使胃肠道出血诊断的手动检查耗时.
  • 自动化计算机辅助出血检测系统对于CE图像的高效实时分析至关重要.

研究的目的:

  • 系统地审查和分析用于囊内镜的最新计算机辅助出血检测算法.
  • 为了确定一个分类学,讨论现有的算法,并确定最有效的方法用于实际应用.

主要方法:

  • 在五个主要存储库 (Scopus,PubMed,IEEE Xplore,ACM数字图书馆,ScienceDirect) 进行了系统的文献搜索,寻找2001年至2023年之间的出版物.
  • 应用了系统审查和元分析 (PRISMA) 的首选报告项目方法,审查了147篇全文文章.
  • 基于颜色空间,特征提取技术和分类器分析了算法.

主要成果:

  • 为CE建立了计算机辅助出血检测算法的分类.
  • 提供了各种算法的全面讨论,包括它们使用RGB,HSV颜色空间,特征提取方法和分类技术.
  • 确定了用于实际临床使用的最有效算法.

结论:

  • 本综述提供了当前在欧洲的计算机辅助出血检测技术的全面概述.
  • 确定了有效的算法和未来的研究方向,旨在提高诊断的准确性和效率.