Human centred explainable AI decision-making in healthcare

• HCXAI sets humans at the core of AI, understanding the socially situated nature. • The ethical risks of applying HCXAI in the healthcare domain are unknown. • It is unclear which explainability needs closely mimic human decision-making. • This research proposes an applied ethical HCXAI framework in healthcare. • The framework empowers professionals to make decisions in collaboration with AI. Human-centred AI (HCAI 1 1 HCAI – Human-centred artificial intelligence ) implies building AI systems in a manner that comprehends human aims, needs, and expectations by assisting, interacting, and collaborating with humans. Further focusing on explainable AI (XAI 2 2 XAI – Explainable artificial intelligence ) allows to…