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奥比亚:一个开放的生物医学成像档案

Enhui Jin¹, Dongli Zhao², Gangao Wu¹

¹National Genomics Data Center, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing 100101, China; CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100049, China.

Genomics, proteomics & bioinformatics

|October 8, 2023

概括

开放的生物医学成像档案 (OBIA) 是一个新的资源,用于共享医学图像和数据. 它为各种生物医学成像数据提供了一个集中平台,以支持全球研究.

科学领域:

生物医学成像学生物医学成像学
数据科学是数据科学.
人工智能的人工智能是人工智能.

背景情况:

生物医学成像数据对于研究和临床应用至关重要.
生物医学成像资源的有限可用性阻碍了科学进步.
人工智能 (AI) 的进步需要强大的数据存储库.

研究的目的:

引入开放的生物医学成像档案 (OBIA),这是生物医学成像和相关临床数据的新型存储库.
建立数据组织,提交和检索的标准化框架.
提供对已删除身份的生物医学成像数据的全面集合的开放访问.

主要方法:

使用五个对象组织数据:集合,个人,研究,系列和图像.
接受不同的生物医学图像模式,器官类型和疾病类别.
实施统一的非识别和质量控制流程,以保护隐私.
开发用户友好的网络界面,用于数据提交,浏览和检索.

主要成果:

截至2023年9月,OBIA包含来自937个人的数据,4136项研究,24,701个系列和1,938,309张图像.
该档案涵盖9种成像方式和30个解剖学部位.
OBIA提供免费的开放访问所有公开可用的数据.

结论:

OBIA 作为一个可靠的平台来管理生物医学成像数据.
该存储库通过提供对大量多样化数据集的开放访问来促进全球研究.
奥比亚支持人工智能驱动的生物医学研究和临床应用的进步.

关键词:

生物医学成像学生物医学成像学数据库数据库数据库是一个数据库.取消身份的识别取消身份的识别开放生物医学成像档案质量控制质量控制

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