Modular decision system and information integration for improved disease outcome prediction

Abstract

Prediction of clinical behaviour and treatment for cancers is based on the integration of clinical and pathologic parameters. Recent reports have demonstrated that gene expression profiling provides a powerful new approach for determining disease outcome [3, 4, 6]. Although the studies showed the ability to predict disease outcome based on gene expression data, they also revealed a limited accuracy in the derived predictions. This may not be surprising,