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On the way to building an integrated computational environment for the study of developmental patterns and genetic diseases

机译:关于构建用于研究发育模式和遗传疾病的综合计算环境的方法

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摘要

Genetic diseases and developmental patterns should be studied on several levels: from macroscale (organs and tissues) to nanoscale (cells, genes, proteins). Due to the overwhelming complexity of the life science data, it is common that disparate data pieces are meticulously stored but never fully analyzed or correlated. We have begun to develop a novel methodology based on virtual reality techniques for the study of these phenomena. Our key approach to knowledge integration is a top-down mapping of data onto visual contexts. For each organism that we want to study, a structural model is created and used as a visual “wireframe” onto which other data types are superimposed in a top-down assembly. Data analysis tools, visual controls, and queries are enabled so that users can interactively explore data. Our visualization technology gives users an opportunity to map disparate data onto a common model, and search visually for hitherto unknown patterns and correlations contained within the data. It is our goal to eventually transform genomics research from measuring various data pieces analytically into a fully interactive exploration of combined data in a 4D immersive visual environment that best matches a researcher’s intuition.
机译:遗传疾病和发育模式应在几个层面上进行研究:从宏观(器官和组织)到纳米(细胞,基因,蛋白质)。由于生命科学数据的压倒性的复杂性,通常会精心存储不同的数据,但却从未对其进行全面分析或关联。我们已经开始开发一种基于虚拟现实技术的新颖方法来研究这些现象。我们知识集成的关键方法是将数据自上而下地映射到可视上下文。对于我们要研究的每个生物,都会创建一个结构模型,并将其用作可视化的“线框”,将其他数据类型叠加在自上而下的程序集中。启用了数据分析工具,可视控件和查询,以便用户可以交互地浏览数据。我们的可视化技术使用户有机会将不同的数据映射到通用模型上,并以可视方式搜索数据中迄今未知的模式和相关性。我们的目标是最终将基因组学研究从分析性地测量各种数据转变为在与研究人员的直觉最匹配的4D沉浸式视觉环境中对组合数据进行完全交互式的探索。

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