在以数据为中心的世界中计算研究的演变
Dhrithi Deshpande1, Karishma Chhugani1, Tejasvene Ramesh2
1Titus Department of Clinical Pharmacy, Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, University of Southern California, Los Angeles, CA 90089, USA.
Cell
|August 23, 2024
概括
数据中心的计算研究正在改变生物学,将重点从数据生成转移到分析. 这种演变为生物医学研究带来了新的挑战和合作机会.
科学领域:
- 生物医学研究
- 计算生物学
- 生物科学
背景情况:
- 传统上,湿实验室科学家生成数据,计算研究人员开发分析工具.
- 计算研究人员越来越独立,使用公共数据领导生物医学项目.
- 挑战已经从数据生成转移到复杂的数据分析.
研究的目的:
- 讨论以数据为中心的生物研究的挑战和机遇.
- 探索计算研究在生物医学中的演变作用.
- 突出计算生物学与实验生物学之间的合作潜力.
主要方法:
- 对以数据为中心的计算研究当前趋势的回顾.
- 从数据生成转向数据分析的分析.
- 对计算和实验生物学的整合策略进行讨论.
主要成果:
- 计算研究正在成为生物医学领域的一个独立领域.
- 公共数据的可用性增加使得计算研究人员有能力.
- 有很大的机会将计算方法与实验和转化生物学相结合.
结论:
- 数据中心的研究对现代生物发现至关重要.
- 计算和实验科学家之间的合作是克服挑战的关键.
- 生物医学的未来依赖于以数据为中心的方法.
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