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Updated: Jun 6, 2025

Author Spotlight: Expanding Interventional Pulmonology Research with Robotic-Assisted Bronchoscopy
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Author Spotlight: Expanding Interventional Pulmonology Research with Robotic-Assisted Bronchoscopy

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使用深度学习对支气管镜诊断图像进行呼吸系统疾病的准确预测

Weiling Sun1, Pengfei Yan2, Minglei Li2

  • 1Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin 150040, China; Department of Endoscope, Harbin Medical University Cancer Hospital, Harbin 150040, China.

Journal of advanced research
|November 21, 2024
PubMed
概括

一种新的深度学习模型,即多尺度注意力残留网络 (MARN),可以从支气管镜像中准确诊断肺部疾病. 这种人工智能工具显示出高精度,帮助医生及时诊断呼吸系统疾病.

关键词:
注意力机制注意力机制支气管镜检查 (bronchoscopy) 是一种支气管镜检查.计算机辅助诊断是指计算机辅助的诊断.卷积神经网络是一种卷积神经网络.深度学习是一种深度学习.

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