Key result
AI integration requires a structured plan for people, processes, and technology to improve clinical outcomes.
This review highlights the challenges of implementing AI in heart failure management and proposes mitigation strategies such as robust evaluation, routine surveillance, and bias auditing to ensure patient safety and equity.
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Nona et al. (2026) studied this question. Artificial Intelligence was evaluated. Artificial intelligence integration in health care systems requires a structured action plan centered on people, processes, and technology to effectively improve administrative workflows and clinical outcomes.
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