Asthma Care Chatbot

Abstract

Asthma is a chronic respiratory condition affecting millions of people worldwide, characterized by inflammation and narrowing of the airways, leading to symptoms such as coughing, wheezing, and shortness of breath. Managing asthma effectively requires timely intervention and personalized care to alleviate symptoms and prevent exacerbations. In this context, the Asthma Care Chatbot serves as an innovative solution to assist individuals in managing their asthma symptoms more efficiently. Leveraging advancements in technology and machine learning, this chatbot provides personalized recommendations based on user-reported symptoms, age, and gender. By integrating a user-friendly graphical interface, the chatbot aims to enhance accessibility and usability for individuals seeking guidance on managing their asthma condition. This project utilizes a machine learning model trained on a dataset comprising asthma severity data to predict the severity of symptoms reported by users. Through an intuitive interface, users can input their symptoms, demographic information, and receive real-time predictions regarding the severity of their asthma symptoms. Based on the predicted severity level, the chatbot offers tailored recommendations, ranging from self-care measures to prompt medical intervention. Furthermore, the chatbot's performance is evaluated using various metrics such as accuracy, precision, recall, and F1 score, ensuring its reliability and effectiveness in providing accurate predictions. By continuously refining its recommendations based on user feedback and data-driven insights, the Asthma Care Chatbot aims to empower individuals to take proactive steps in managing their asthma condition and improving their quality of life. Asthma Care Chatbot represents a pioneering approach towards personalized asthma management, bridging the gap between individuals and accessible healthcare solutions through the integration of technology and machine learning. By offering personalized guidance and support, the chatbot endeavours to empower individuals in effectively managing their asthma symptoms and promoting better.