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在内镜场景中重新思考持续语义细分的示例:基于透的迷你批次伪复制

Guankun Wang1, Long Bai1, Yanan Wu2

  • 1Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong, China.

Computers in biology and medicine
|September 11, 2023
PubMed
概括

这项研究引入了内镜图像细分的新框架,可以防止在学习新任务时降低性能. 该方法解决了灾难性遗忘,而不需要旧数据,提高了内镜诊断的准确性.

关键词:
持续的学习 持续的学习在内镜视图中,可看到内镜.图像细分 图像细分 图像细分图像合成 图像合成伪重播 伪重播 伪重播

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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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