Multidimensional Design and Analysis of a Data Mart Related to Healthcare Treatments with Biologic Drugs

Matilde Tanaglia, Valentina Ientile, L. L'Abbate, Carlo Combi, S. Scondotto, G. Trifirò
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Abstract

Biologic drugs have revolutionized the treatments in many therapeutic areas and their pre and post-marketing evaluation is crucial for investigating their benefit-risk profile. The VALORE project is an AIFA (Italian Medicines Agency)-funded research project aiming at establishing a multi-regional network for the integrated analysis of healthcare and clinical data from different sources. Here we deal with the design and implementation of a data mart supporting the multidimensional data analysis. We also discuss the design of a portable architecture, making each regional center autonomous with respect to the required analysis. It is a first step in the direction of providing all the regional centers and AIFA with a common tool for the analysis and monitoring of marketed biologic drugs.
生物药物医疗保健治疗相关数据集市的多维设计与分析
生物药物已经彻底改变了许多治疗领域的治疗方法,其上市前和上市后的评估对于调查其收益-风险状况至关重要。VALORE项目是意大利药品管理局(AIFA)资助的一个研究项目,旨在建立一个多区域网络,对来自不同来源的医疗保健和临床数据进行综合分析。这里我们讨论支持多维数据分析的数据集市的设计和实现。我们还讨论了可移植体系结构的设计,使每个区域中心相对于所需的分析具有自治性。这是向所有区域中心和AIFA提供分析和监测已上市生物药物的通用工具的方向迈出的第一步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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