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Synapse
March 22, 20260 citationsOpen Access

Advancements and Challenges in Nursing Education a Comprehensive Review

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LMLibsekal Meron

Key Points

  • To explore the implementation of AI in a tertiary care hospital for early diabetic retinopathy detection.
  • Case report on AI tools deployed in a hospital setting
  • Assessment of clinical workflow changes
  • Evaluation of outcomes related to diabetic retinopathy detection
  • Improved diagnostic accuracy for diabetic retinopathy
  • Enhanced efficiency in clinical workflows
  • Highlighted benefits and limitations of AI in healthcare

Abstract

Abstract Artificial Intelligence (AI) is increasingly influencing healthcare by improving diagnostic accuracy, treatment planning, and operational efficiency. This case report explores a real-world implementation of AI in a tertiary care hospital to support early detection of diabetic retinopathy. It discusses how AI tools were deployed, their impact on clinical workflow, and the outcomes observed. The report also examines broader implications of AI integration in healthcare systems, including benefits, limitations, and future prospects.

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Cite This Study

Libsekal Meron (2025) studied this question.

synapsesocial.com/papers/69bf89a9f665edcd009e982ehttps://doi.org/10.5281/zenodo.19138400
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Artificial Intelligence in Healthcare a Transformative Case Study2025
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  3. 3The use of Artificial Intelligence in nursing education: opportunities, challenges and solutions2025 · 2 citations
  4. 4Artificial Intelligence Applications in Healthcare: A Systematic Review of Their Impact on Nursing Practice and Patient Outcomes2025 · 24 citations
  5. 5Revolutionizing Patient Care: Artificial Intelligence Applications in Nursing2024 · 8 citations