A cross-stack methodology for developing an intelligent vaccination reminder system for children.

The Smart Vaccination System introduces a vaccine reminder framework that is SMS-based and is intended to help parents ensure that their children's vaccinations are current. Although traditional methods rely on written schedules to organize vaccination appointments, these are frequently insufficient, as busy parents may neglect critical dates. A web-based vaccine reminder application has been created to address this challenge, providing timely notifications when a child's next vaccination is due.

Analysis of risk factors in diabetics resulted from polycystic ovary syndrome in women by EDA analysis and machine learning techniques.

This study discusses the relationship between Polycystic Ovary Syndrome (PCOS) and diabetes in women, which has become increasingly prevalent due to changing lifestyles and environmental factors. The characteristic that distinguishes women with PCOS is hyperandrogenism which results from abnormal ovarian or adrenal function, which leads to the overproduction of androgens. Excessive androgens in women increase the risk of Type 2 diabetes (T2D) and insulin resistance (IR).