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July 21, 2025

AI-Driven Innovations in Diagnostics, Remote Monitoring, and Clinical Decision Support Systems: A Systematic Review (Preprint)

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Authors

KEKhalid ElgazzarPWPeter WadieCECarren Eissa

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Overview

Systematic review evaluates AI's impact on diagnostics and clinical decision support, highlighting challenges in healthcare systems.

Key Points

  • MAIN FINDING: AI significantly enhances diagnostic accuracy in areas like medical imaging and oncology.
  • KEY EVIDENCE: Of 912 studies reviewed, 60 met criteria, showcasing AI's role in improving real-time monitoring and treatment.
  • APPROACH: The review followed PRISMA guidelines and synthesized peer-reviewed articles published from 2020 to 2025.
  • SIGNIFICANCE: Addressing data quality and algorithmic bias is crucial for AI's successful integration in healthcare.

Cite This Study

Elgazzar et al. (2025) studied this question.

synapsesocial.com/papers/689a0614e6551bb0af8cd4cchttps://doi.org/10.2196/preprints.80928
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