Asthma Wellness Care With Personalized And Predictive Support Platform Using Artificial Intelligence And Machine Learning

Abstract

The world-wide population with asthma experiences ongoing medical issues because urgent emergency conditions often result in necessary hospital admissions which impacts their general health quality.The Asthma Wellness Care Platform resolves asthma care difficulties by integrating technology for predicting physician records and individualized treatment and continuous data monitoring systems. The application processes real- time data by merging real time data submitted by users through multiple machine learning models including KNN, Random Forest and XGBoost and Logistic Regression to forecast asthma attacks. Using this platform lets users access breath exercise tools while also providing them with an asthma journal record system to enhance asthma management. The chatbot responds immediately to user needs at the same time emergency alerts contact both emergency responders and healthcare providers in critical situations. The platform provides allows users to enhance asthma management while decreasing hospital visits and boosting medical care efficiency through its novel features.