With the use of machine learning, this research set out to design a new model for the safe diagnosis and monitoring of health issues affecting female students and minors that is facilitated by the internet of things (IoT). IJITCE. 2024;12(4):195-199. Accessed August 30, 2025. https://ijitce.org/index.php/ijitce/article/view/790