Classification of Microarray Gene-Expression Data

微阵列基因表达数据的分类

• 批准号: DP0344970
• 负责人: Prof Geoffrey McLachlan
• 金额: $ 3.21万
• 依托单位: The University of Queensland
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2003
• 资助国家: 澳大利亚
• 起止时间: 2003-01-01 至 2007-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0344970
• 关键词: Classification; Microarray; Gene; Expression; Data

The broad aim is to provide statistical methodology for the classification of microarray gene-expression data. Microarrays are part of a new biotechnology that allows the monitoring of expression levels for thousands of genes simultaneously. The explosion in microarrays has produced massive quantities of data that require new statistical techniques for analysis in order to exploit their enormous scientific potential. One of the main uses of the methodology to be developed is to expedite the discovery of new subclasses of diseases. Another is to provide prediction rules for the diagnosis and treatment of diseases.

其主要目的是提供微阵列基因表达数据分类的统计方法。 微阵列是一种新的生物技术的一部分，可以同时监测数千个基因的表达水平。 微阵列的爆炸产生了大量的数据，需要新的统计技术进行分析，以开发其巨大的科学潜力。 待开发的方法的主要用途之一是加快发现新的疾病亚类。 另一个是为疾病的诊断和治疗提供预测规则。