This paper provides practical and experimental results coming from the real-life research project that focuses on Big Data Analytics over Big Healthcare Data about chronical pain of patients in real-life hospitals and medical centers of North Italy (Region Lombardy), named as Pain-RELife. In this context, we devise innovative Multidimensional Big Data Analytics tools and a reference Cloud-based architecture that implements our analytics paradigm. Finally, we provide our analytical results based on advanced tools such as Multidimensional Clustering and Multidimensional Regression.

From Theory to Practice of Multidimensional Big Data Analytics over Big Healthcare Data: A Real-Life Case Study

Cuzzocrea, Alfredo
;
Hafsaoui, Abderraouf;
2024-01-01

Abstract

This paper provides practical and experimental results coming from the real-life research project that focuses on Big Data Analytics over Big Healthcare Data about chronical pain of patients in real-life hospitals and medical centers of North Italy (Region Lombardy), named as Pain-RELife. In this context, we devise innovative Multidimensional Big Data Analytics tools and a reference Cloud-based architecture that implements our analytics paradigm. Finally, we provide our analytical results based on advanced tools such as Multidimensional Clustering and Multidimensional Regression.
2024
9783031834714
9783031834721
Advanced Big Data Systems
Healthcare Data Science
Multidimensional Big Data Analytics Tools
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11770/401659
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