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Agent-based systems in healthcare.

Sara Montagna1, Stefano Mariani2, Michael I Schumacher3

  • 1Department of Pure and Applied Sciences, University of Urbino, Urbino, Italy.

Computer Methods and Programs in Biomedicine
|March 24, 2024

View abstract on PubMed

Summary
This summary is machine-generated.

Agent-based technology enhances healthcare by optimizing resources and decision-making. Addressing challenges like model reliability is key for widespread adoption and improved patient outcomes.

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Area of Science:

  • Health Informatics
  • Computational Medicine
  • Artificial Intelligence in Healthcare

Background:

  • The Special Issue explores the agent-based approach within healthcare's digital transformation.
  • Agent-based technology offers potential for optimizing resource allocation, coordination, and clinical decision support.

Discussion:

  • Key challenges include ensuring model reliability and fostering interdisciplinary collaboration for successful implementation.
  • Open issues in the application of agent-based systems in healthcare require further investigation.

Key Insights:

  • Successful integration of agent-based technology can lead to significant improvements in healthcare delivery.
  • Addressing identified challenges is crucial for realizing the full benefits of this technology.

Outlook:

  • Widespread adoption of agent-based systems promises enhanced patient outcomes and more efficient healthcare services.
  • Future research should focus on overcoming current limitations and expanding the application of agent-based approaches in diverse healthcare settings.