Review
Open access
Sep 2026
From algorithmic performance to ethical governance: a deployment-oriented framework for responsible healthcare AI
Artificial intelligence (AI) is increasingly being integrated into healthcare for diagnosis, decision support, and operational optimization, yet real-world deployment remains inconsistent and institutionally challenging. This study presents a critical and integrative review of the ethical, regulatory, technical, and so...
Shehu Mohammed, Neha Malhotra, Sourabh Kumar
· AI and Ethics · 0 citations