학술논문

Multidimensional Design and Analysis of a Data Mart Related to Healthcare Treatments with Biologic Drugs
Document Type
Conference
Source
2021 IEEE Symposium on Computers and Communications (ISCC) Computers and Communications (ISCC), 2021 IEEE Symposium on. :1-7 Sep, 2021
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Drugs
Computers
Data analysis
Soft sensors
Decision making
Data visualization
Medical treatment
data mart
biologic drugs
docker
saiku
data analysis
Language
ISSN
2642-7389
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.