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A Service-oriented Framework for Developing Personalized Patient Care Plans for COVID-19.

Abeer Elahraf1, Ayesha Afzal2, Ahmed Akhtar3

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The COVID-19 pandemic highlighted healthcare system strains. This study proposes a personalized care plan framework for home isolation, ensuring unique patient needs are met during public health crises.

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Area of Science:

  • Health Informatics
  • Public Health
  • Healthcare Management

Background:

  • The COVID-19 pandemic exposed significant vulnerabilities in global healthcare and governance systems.
  • Resource constraints in healthcare systems necessitate innovative solutions like home-based isolation to mitigate disease spread and system overload.
  • Individual patient needs during home isolation vary greatly due to medical conditions, comorbidities, and personal circumstances.

Purpose of the Study:

  • To propose a service-oriented framework for the dynamic creation and management of personalized patient care plans for home isolation.
  • To address the unique and varied requirements of patients undergoing home-based isolation during pandemics.
  • To enhance the efficiency and effectiveness of healthcare delivery in resource-constrained environments.

Main Methods:

  • Development of a service-oriented framework for dynamic care plan composition.
  • Integration with a knowledge base and web-services interfaces of caregivers and service providers.
  • Creation of a prototype implementation to demonstrate feasibility.

Main Results:

  • A feasible service-oriented framework for personalized home isolation care plans was developed and prototyped.
  • The framework supports dynamic management of care plans tailored to individual patient needs.
  • Demonstrated the potential for improved healthcare delivery during public health emergencies.

Conclusions:

  • Personalized care plans are crucial for effective home isolation during pandemics.
  • The proposed framework offers a scalable and adaptable solution for managing patient needs in public health crises.
  • Further research and development are needed to address practical deployment challenges.