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This is a Literature Review study.

September 20, 2025

Data-Driven Quality of Care in the ICU: A Concise Review.

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This review highlights AI's role in enhancing quality assurance and clinical processes in ICU management.

AI and machine learning can significantly improve ICU management and patient safety, but implementation faces challenges.
Integration of AI-driven solutions can enhance clinical decision support and predictive analytics in intensive care settings.
The review synthesizes key findings from existing literature to demonstrate the potential of AI and ML in optimizing ICU workflows.
Successful implementation of AI in the ICU requires robust methodologies and clinician trust in the data frameworks used.

Moralez et al. (2025) studied this question.

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