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Related Experiment Video

Updated: Apr 19, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
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A cloud based architecture to support Electronic Health Record.

Gianluca Zangara1, Pietro Paolo Corso1, Francesco Cangemi1

  • 1Università degli Studi di Palermo, Dipartimento di Fisica e Chimica, Palermo, Italy.

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Summary

This study presents a new cloud-based electronic healthcare framework integrating hospital and medical record systems. This innovative electronic health record model enhances patient data management and healthcare system governance.

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Area of Science:

  • Health Informatics
  • Cloud Computing
  • Healthcare Systems Engineering

Background:

  • Current healthcare systems often struggle with fragmented data across disparate Hospital Information Systems (HIS) and Electronic Medical Record (EMR) systems.
  • Lack of integrated patient data hinders efficient healthcare delivery and comprehensive system governance.
  • Existing solutions may not fully leverage cloud capabilities for seamless data aggregation and analysis.

Purpose of the Study:

  • To introduce a novel cloud-based framework for electronic healthcare.
  • To develop an innovative Electronic Health Record (EHR) model that is patient-oriented and improves healthcare system governance.
  • To enable the integration of diverse clinical data from various HIS and EMR systems.

Main Methods:

  • Development of a cloud platform capable of hosting both HIS and EMR systems.
  • Implementation of an innovative EHR model utilizing state-of-the-art cloud technologies.
  • Aggregation of patient clinical data from local data centers and cloud-hosted systems.

Main Results:

  • A unified framework for electronic healthcare is established.
  • The proposed EHR model successfully integrates disparate clinical data.
  • The system supports enhanced data analysis capabilities for healthcare governance.
  • Improved patient-centric data management is achieved.

Conclusions:

  • The novel cloud-based framework effectively integrates HIS and EMR systems.
  • The innovative EHR model enhances patient data accessibility and healthcare governance.
  • Cloud technologies are pivotal in enabling advanced data analysis within the healthcare system.