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基于自我注意机制的喉腔镜图像分类技术用于喉癌检测

Yi-Fan Kang1, Lie Yang2, Yi-Fan Hu3

  • 1Department of Otolaryngology-Head and Neck Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

Head & neck
|November 11, 2024
PubMed
概括

使用Swin-Transformer的智能喉癌检测系统 (ILCDS) 从喉镜图像中显示出高精度的喉癌 (LCA) 诊断,其表现优于CNN模型和人类专家.

关键词:
旋转变压器 旋转变压器人工智能的人工智能是人工智能.深度学习是一种深度学习.喉癌是一种喉癌.喉镜检查 (Laryngoscopy) 是一种用于检查喉的方法.

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相关概念视频

Larynx01:21

Larynx

The human larynx, often referred to as the voice box, is an intricate organ located in the neck. It serves as a pathway for air to enter the lungs during respiration and is an essential component of voice production.
Anatomy of the Larynx
The larynx consists of various components, including cartilage, muscles, and vocal cords. Its structure includes three large unpaired cartilages—the thyroid, cricoid, and epiglottis—and three smaller paired cartilages—the arytenoids, corniculates, and...