摘要
在医疗体系不断完善下,医疗器械使用类别日益增多,成为疾病诊疗的重要工具。然而由于医疗产业机械质量直接影响患者生命安全,因此工作人员需要对此类器械进行精准检测。在过去部分器械检测是以人工形式为主,不仅会耗费大量的时间成本,而且还会产生漏检等问题。鉴于此情况,本文将重点围绕人工智能下的医疗器械检测展开分析。先对人工智能技术进行简要概述,然后分析具体应用形式,包括图像识别AI检测、数据模型AI检测以及自然语言处理AI器械检测,然后基于检测技术应用情况分析后续AI智能技术应用优化策略,以此为推动我国医疗事业长远发展提供有效借鉴。
With the continuous improvement of the medical system,the types of medical devices used are increasing,becoming an important tool for disease diagnosis and treatment.However,due to the direct impact of the quality of medical industry machinery on patient safety,staff need to conduct precise testing on such devices.In the past,some instrument testing was mainly done manually,which not only consumed a lot of time and cost,but also caused problems such as missed detections.Given this situation,this article will focus on analyzing medical device testing under artificial intelligence.Firstly,a brief overview of artificial intelligence technology will be provided,followed by an analysis of specific application forms,including image recognition AI detection,data model AI detection,and natural language processing AI instrument detection.Then,based on the application of detection technology,subsequent optimization strategies for AI intelligent technology application will be analyzed,providing effective reference for promoting the long-term development of China's medical industry.
作者
殷磊
雷颖诗
温宇标
胡旭君
Lei Yin;Yingshi Lei;Yubiao Wen;Xujun Hu(Shenzhen Tianxiang Quality Technology Service Co.,Ltd.Guangzhou Branch,Guangzhou,Guangdong 510663;Kangyang Hengtai(Zhuhai)Biotechnology Co.,Ltd.,Zhuhai,Guangdong 519000;Industrial Analysis and Testing Center of Guangdong Academy of Sciences,Guangzhou,Guangdong 510663)
关键词
人工智能
医疗器械
技术检测
artificial intelligence
medical apparatus and instruments
technical testing
