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Received:October 21, 2020 Revised:November 18, 2020
Received:October 21, 2020 Revised:November 18, 2020
中文摘要: 由于医疗领域数据的专业性、复杂性、多样性, 人工智能技术在医疗领域发展过程中存在样本数据缺乏的问题. 本文针对算法研究人员设计并开发了多维医疗影像数据管理系统, 系统包括数据预处理模块、数据管理模块以及数据可视化模块, 能够半自动化的生成具有分类标签的医疗影像数据, 对影像数据进行高效管理, 并且对系统中数据的分布特点以图、表的形式进行可视化展示.
Abstract:Since medical data are professional, complex, and diverse, sample data are lacking during the development of artificial intelligence in the medical field. In this study, we design and develop a multidimensional medical image data management system for algorithm researchers. The system includes data modules of preprocessing, management, and visualization. It can semi-automatically generate medical image data with classification labels, efficiently manage them, and display their distribution characteristics by graphs or tables.
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基金项目:上海市科委项目(20511100800,20511101103,20511101203)
引用文本:
刘丽,蒋龙泉,冯瑞.多维医疗影像数据管理系统.计算机系统应用,2021,30(7):130-135
LIU Li,JIANG Long-Quan,FENG Rui.Multidimensional Medical Image Data Management System.COMPUTER SYSTEMS APPLICATIONS,2021,30(7):130-135
刘丽,蒋龙泉,冯瑞.多维医疗影像数据管理系统.计算机系统应用,2021,30(7):130-135
LIU Li,JIANG Long-Quan,FENG Rui.Multidimensional Medical Image Data Management System.COMPUTER SYSTEMS APPLICATIONS,2021,30(7):130-135