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The recent adoption of artificial intelligence (AI) in the healthcare system has contributed significantly to disease diagnosis and treatment, predicting health risks, and overall offer medical efficiencies. This creates an ethical setting where medical treatments are offered based on accuracies and the physical well-being of patients improved. This article examines the ethical importance in leveraging AI for healthcare practices. Scoping review was adopted to explore concepts of healthcare systems, ethics, and how AI has sustained healthcare practice. The findings show that the introduction of AI in the healthcare system has brought innovations that have fostered and enhanced decision-making. Healthcare givers quickly respond and address any medical issue. It is concluded that leveraging AI for healthcare practices is ethically justified in the sense that AI offers deep strategies in improving human wellbeing.