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System and method for improving clinical decisions by aggregating, validating and analysing genetic and phenotypic data
System and method for improving clinical decisions by aggregating, validating and analysing genetic and phenotypic data
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机译:通过汇总,验证和分析遗传和表型数据来改善临床决策的系统和方法
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摘要
The information management system disclosed enables caregivers to make better decisions by using aggregated data. The system enables the integration, validation and analysis of genetic, phenotypic and clinical data from multiple subjects. A standardized data model stores a range of patient data in standardized data classes comprising patient profile, genetic, symptomatic, treatment and diagnostic information. Data is converted into standardized data classes using a data parser specifically tailored to the source system. Relationships exist between standardized data classes, based on expert rules and statistical models, and are used to validate new data and predict phenotypic outcomes. The prediction may comprise a clinical outcome in response to a proposed intervention. The statistical models and methods for training those models may be input according to a standardized template. Methods are described for selecting, creating and training the statistical models to operate on genetic, phenotypic, clinical and undetermined data sets.
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