Figure 1.
The flowchart presents a conceptual framework for ethical A I governance. It features interconnected elements including Ethical Governance, A I Literacy and Workforce Upskilling, and Responsible A I Use, all leading to Inclusive, Patient-Centred Decision-Making. Each major section lists specific components, such as Transparency and Accountability under Ethical Governance, and Training Programs under A I Literacy. Human-A I Collaboration emphasizes the notion of augmentation rather than replacement. The final section discusses Practical Implications, noting improved patient outcomes, greater public trust in A I, and sustainable adoption. Arrows connect the sections, illustrating the relationships and processes between these elements.Responsible leadership model for AI integration in healthcare
Source: Author’s own work