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数据标准化的日益增长的价值:阿洛特罗普基金会Connect研讨会记录
Henning Kayser1, Miu-Ling Lau2
1Bayer AG, Monheim am Rhein, Germany.
Drug discovery today
|April 20, 2024
概括
艾洛特罗普基金会 (The Allotrope Foundation) 是一个全球性的慈善机构.
科学领域:
- 制药行业 制药行业 制药行业
- 分析化学是一种分析化学.
- 数据科学是数据科学.
背景情况:
- 展示了制药行业分析数据数据标准化方面的进展.
- 两个关键技术,即Allotrope数据格式 (ADF) 和Allotrope简单模型 (ASM),简化了仪器数据表示和术语.
- 全方位简单模型 (ASM) 促进了数据标准的更广泛采用.
研究的目的:
- 突出制药行业分析数据数据标准化方面的进展.
- 为了证明Allotrope数据格式 (ADF) 和Allotrope简单模型 (ASM) 的适应性和影响.
- 为了说明社区在推进生命科学数据标准和管理方面的努力.
主要方法:
- 通过Allotrope基金会 (AF) 连接工作坊 (2021-2023) 展示进步.
- 演示了全方位数据格式 (ADF) 和全方位简单模型 (ASM) 的适应性.
- 突出行业领导者采用数据标准和管理解决方案.
主要成果:
- 成功展示了ADF和ASM在简化仪表数据和增强互操作性方面.
- ASM显著促进了数据标准的更广泛采用.
- 行业领导者越来越多地采用这些数据驱动决策标准.
结论:
- 集体社区的努力正在推动生命科学领域的数据标准和数据管理.
- 采用ADF和ASM对于改善数据互操作性和决策至关重要.
- 开源和商业解决方案的不断变化的环境支持数据标准日益重要.
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