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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.

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

  • 会议论文

  • 发表日期：

    2025年

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  • Alfredo Cuzzocrea,
  • Abderraouf Hafsaoui,
  • Carmine Gallo

摘要

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.