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Introduction to the Minitrack on Data Analysis and Visualization in Biomedical Informatics

机译:MINITACT介绍生物医学信息学的数据分析和可视化

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The increasing availability of "big" biological and medical data continues to constitute significant challenges as well as opportunities in biomedical research. New technologies, such as next-generation sequencing, and new health-related policies, like the ones associated with electronic medical records, promise to produce even more data in the near future. The main research question in biomedical sciences has been how to extract useful knowledge from such massive raw data. The development of innovative tools to integrate, analyze and mine such data sources is a key step towards achieving large impact levels. In addition, advanced tools for visualizing biomedical data at various processing stages are critical in maximizing the value of its utilization. As a result, attention has been shifting recently for a focus on data generation technologies to data analysis and data visualization tools. Such tools are critical in taking full advantage of the public and private data currently available to all biomedical researchers.
机译:“大”生物学和医疗数据的越来越多的可用性持续构成了重大挑战以及生物医学研究的机遇。新技术,如下一代测序和新的与电子医疗记录相关的健康相关政策,并希望在不久的将来产生更多数据。生物医学科学的主要研究问题是如何从这种大规模的原始数据中提取有用的知识。开发创新工具以集成,分析和挖掘此类数据来源是实现大量影响水平的关键步骤。此外,用于在各种处理阶段可视化生物医学数据的高级工具对于最大化利用率的值至关重要。因此,最近的注意力一直在转移到数据分析和数据可视化工具的数据生成技术。这些工具对于充分利用所有生物医学研究人员目前可用的公共和私人数据至关重要。

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