Ali DH. Utilizing Predictive Analytics for Lifecycle Management and Maintenance of Medical Equipment: Utilizes machine learning algorithms to predict maintenance needs for medical equipment, reducing downtime and improving operational efficiency in healthcare facilities. Journal of AI in Healthcare and Medicine. 2024;4(1):57-70. Accessed December 4, 2024. https://healthsciencepub.com/index.php/jaihm/article/view/20