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Healthcare systems worldwide face a persistent structural challenge that undermines operational efficiency and patient care delivery: the epidemic of missed appointments. Research consistently reveals that 10-20% of patients fail to attend their scheduled appointments, while physician-initiated cancellations account for an additional 5-12% of disrupted appointments. This dual …

Photo by: Unsplash

Healthcare is undergoing a fundamental transformation from a reactive model that responds to patient problems after they arise to a proactive approach that anticipates and prevents issues before they become critical. The current changes are some of the most significant advances in modern healthcare delivery, powered by …