In this chapter, the authors aim to discuss the significance of integrating AI prediction and green computing in the healthcare field to improve disease diagnosis, treatment, and patient care and minimise the adverse effects on the environment. The methodology employed is the systematic literature review (SLR) approach. The results show that combining green practices with AI prediction enhances the effectiveness and sustainability of the healthcare system. Practical implications are that there is a need for frequent policy updates and practical staff training to improve environmental management. The authors focus on the real-world implications and provide tactical recommendations for healthcare organisations that want to adopt green computing strategies successfully. A strategic perspective should be used with top management's support and all employees' involvement to achieve the organisation's future vision regarding these measures.