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将手动实验室任务映射到机器人运动在数字病理学工作流程中

Marianna Dimitrova Kucarov1,2,3, Mátyás Takács3,4, Bence Géza Czakó5

  • 1Doctoral School of Applied Informatics and Applied Mathematics, Obuda University, 1034 Budapest, Hungary.

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概括

这项研究将自动化病理学设备与机器人手臂集成,以创建完全自主的工作流. 这项创新解决了劳动力短缺问题,并加速了病理实验室的诊断.

关键词:
应用机器人技术应用机器人技术自主病理学工作流程盖子的和扫描和扫描.整合病理学设备的整合将手动实验室任务映射到机器人的运动.幻灯片和杂志操纵的操纵组织染色 组织染色

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科学领域:

  • 医学实验室自动化 医学实验室自动化
  • 医疗保健中的机器人技术
  • 数字病理学数字病理学

背景情况:

  • 病理实验室面临着劳动力短缺和重复任务的挑战.
  • 集成自动化对于提高效率和诊断速度至关重要.

研究的目的:

  • 开发和评估病理学实验室的完全自主工作流程.
  • 评估协作机器人和定制操纵器在执行临床实验室任务中的能力.

主要方法:

  • 将Gemini AS自动化幻灯片扫描仪,ClearVue覆盖拖鞋和Pannoramic 1000数字幻灯片扫描仪与UR5e机器人臂相集成.
  • 开发一个9度自由度的机器人系统,包括一个定制的操纵器,专门的抓手和摄像头.
  • 在至少24个不同的实验室任务中训练机器人手臂.

主要成果:

  • 成功创建一个完全自主的工作流程,以完成必要的临床实验室任务.
  • 机器人系统展示了设备,杂志和幻灯片的精确处理.
  • 定制操纵器证明与标准化机器人接口机械兼容.

结论:

  • 自主工作流有效地缓解了病理学中的劳动力短缺问题.
  • 这种自动化通过高效地处理重复性任务来加速诊断过程.
  • 开发的系统提高了病理学实验室操作的整体效率.