Thorax AI: Chest X Ray Disease Detection+Medical Chatbot

PINNAMRAJU T S PRIYA, BAMSUGANTI BALAKRISHNA

Assistant professor, Head of the Department, 2 MCA Final Semester, Master of Computer Applications, Sanketika Vidya Parishad Engineering College, Vishakhapatnam,

Andhra Pradesh, India.

Abstract

Thorax AI is an innovative final-year project utilizing deep learning and AI for automated chest disease diagnosis. It features a chest X-ray image classifier, powered by EfficientNet B0, to detect common thoracic diseases, such as pneumonia, Tuberculosis, and Cardiomegaly, with speed and precision. Complementing this, an integrated medical chatbot, backed by the Gemini API, provides users with medically accurate responses to health-related queries. The platform offers a user-friendly web interface for seamless interaction, secure image upload and analysis, and real-time diagnostic feedback.ThoraxAI aims to assist healthcare professionals in early disease detection, support resource-constrained settings, and offer instant, AI-driven medical responses to patients. This project showcases the powerful potential of combining advanced technology and healthcare to improve societal well-being.

Index Terms: Deep Learning, Artificial Intelligence, Chest X-ray, Medical Diagnosis, Healthcare Technology, Chatbot, Efficient Net B0, Gemini API.