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人工智能医疗器械标准数据集构建现状
引用本文:张丽鑫,钱庆,唐明坤,周佳茵,吴思竹.人工智能医疗器械标准数据集构建现状[J].中华医学图书情报杂志,2021,30(8):1-8.
作者姓名:张丽鑫  钱庆  唐明坤  周佳茵  吴思竹
作者单位:中国医学科学院/北京协和医学院医学信息研究所,北京 100020
基金项目:基地和人才专项科技基础条件平台专项课题“PHDA国际认证与规范化实施”(NCMI-KD01N-202006);中国医学科学院医学与健康科技创新工程重大创新项目“人口健康科学数据中心及新冠肺炎相关数据资源整合平台建设”(2020-I2M-2-001)
摘    要:采用文献调查法和内容分析法对标准数据集的构建现状进行了总结,明确了标准数据集的概念和特点,分析了目前国内外标准数据集构建的相关政策规范,从标准数据集构建流程与管理要素2方面梳理了构建工作的重点,提出了解决标准数据集构建存在问题的措施,为人工智能医疗器械标准数据集构建工作的进一步发展提供有益借鉴。

关 键 词:人工智能医疗器械  标准数据集构建  管理要素  构建流程
收稿时间:2021/6/7 0:00:00

Current situation in development of standard data sets for AI medical devices
ZHANG Li-xin,QIAN Qing,ZHANG Yan,ZUO Xia-lu,LEI Shuai.Current situation in development of standard data sets for AI medical devices[J].Chinese Journal of Medical Library and Information Science,2021,30(8):1-8.
Authors:ZHANG Li-xin  QIAN Qing  ZHANG Yan  ZUO Xia-lu  LEI Shuai
Institution:Institute of Medical Information, Chinese Academy of Medical Sciences/Beijing Union Medical College, Beijing 100020, China
Abstract:The current situation in development of standard data sets for AI medical devices was summarized by literature investigation and content analysis respectively. The concept and characteristics of standard data sets were defined, the policies and regulations in relation with the current domestic and foreign standard data sets were analyzed, and the key points in development of standard data sets were stratified from their development process and management elements with measures proposed for the solution of existed problems in the development of standard data sets in order to provide beneficial reference for the further development of standard data sets for AI medical devices.
Keywords:AI medical devices  Development of standard data sets  Management elements  Development process
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