Introduction Healthcare has long stood at the intersection of scientific advancement and human compassion. Yet, despite centuries of medical progress, the need for timely diagnosis, accurate prognoses, and effective treatment plans remains a persistent challenge. As global populations age and chronic illnesses increase, traditional healthcare systems face rising pressure. In this high-stakes environment, predictive healthcare analytics offers a…