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Updated: Jul 27, 2025

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为计算机视觉项目部署自动机器学习:对内镜医生的简要介绍

Neal Mahajan1, Erik Holzwanger1, Jeremy Glissen Brown2

  • 1Center for Advanced Endoscopy, Division of Gastroenterology, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.

VideoGIE : an official video journal of the American Society for Gastrointestinal Endoscopy
|June 12, 2023
PubMed
概括

自动机器学习 (AutoML) 可以简化内镜师的计算机视觉任务. 本视频介绍了AutoML在内镜中的实际应用,以提高诊断准确度.

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Endoscopic Procedures III: Video Capsule Endoscopy01:28

Endoscopic Procedures III: Video Capsule Endoscopy

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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