摘要
医疗机器人对于提高医疗效率,减轻患者痛苦,具有重要的社会意义和科研价值。针对医疗机器人的难点,提出了基于ACP平行系统方法的平行医疗机器人概念。平行医疗机器人主要由物理医疗机器人和虚拟医疗机器人组成,通过并联医疗机器人可以实现对整个系统进行管理和控制,对治疗过程进行实验和评估,对医生和患者进行学习和培训。介绍了支撑平行医疗机器人的相关技术,包括机器人仿真、生物力学、3D打印和知识自动化技术等,并结合平行学习提出平行医疗机器人所应具备的描述、预测和处方三大核心功能。最后,以机器人经食管超声系统展示了平行医疗机器人的典型应用。
Medical robots improve medical efficiency and reduce patients’suffering that owns social significance and scientific research value.Focusing on the difficulties of medical robots,we propose the concept of parallel medical robotics based on the ACP(artificial societies,computational experiments,parallel execution)-based parallel system method.parallel medical robot is mainly composed of a physical medical robot and its virtual counterpart,through which we can realize the management and control for the overall system,conduct experiments and evaluation for the treatment process,and learning and training for doctors and patients.Parallel medical robotics is supported by robot simulation,biomechanism,3D printing and knowledge automation techniques,and holds three core functions that are descrition,prediction and prescription when combined with parallel learning.We demonstrate the framework and its potential usages with a robotic trans-esophageal ultrasound system.
作者
白天翔
王双翌
刘雅婷
李汉忠
闻艺
BAI Tianxiang;WANG Shuangyi;LIU Yating;LI Hanzhong;WEN Yi(Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China;Intelligent Science&Technology Academy of CASIC,Beijing 100043,China;Peking Union Medical College Hospital,Beijing 100730,China;North Automatic Control Technology Institute,Taiyuan 030006,China;Beijing Huairou Academy of Parallel Sensing,Beijing 101400,China;Beijing Engineering Research Center of Intelligent Systems and Technology,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China)
出处
《智能科学与技术学报》
CSCD
2023年第2期222-233,共12页
Chinese Journal of Intelligent Science and Technology
基金
国家自然科学基金项目(No.61533019)。
关键词
平行机器人
医疗机器人
平行学习
平行控制
parallel robotics
surgical robot
parallel learning
parallel control