An Integrated AI-Powered Smart Healthcare Management System: A Unified Platform for Diagnostics and Patient Care
Abstract
Healthcare systems often face inefficiencies due to disconnected diagnostic tools and administrative processes.To address these challenges, this work introduces an integrated AI-powered healthcare platform that combines multiple diagnostic and management functionalities within a single system.The platform features six intelligent modules: a hospital management system, anemia and jaundice detection from eye images, diabetic retinopathy classification, pregnancy ultrasound analysis, an AI-based medical chatbot, and an automated lab report interpreter.Developed using Flask and several deep learning models, the system achieved 92.3% accuracy in anemia detection and 89.5% accuracy for diabetic retinopathy classification, demonstrating strong potential for real-world medical development.
Fields of Study & Subjects
Artificial Intelligence in Healthcare
Artificial Intelligence in Healthcare and Education
Retinal Imaging and Analysis
Publication details
- Journal / source
- International Research Journal of Modernization in Engineering Technology and Science
- Publication date
- 17 January 2026