MRIG - Medical Report Intelligent Generator

MRIG is a smart system designed to assist healthcare professionals and patients. With the primary aim of saving doctors' time and ensuring patients understand their reports better, MRIG offers a range of features, from X-ray analysis to intelligent chatbot interactions.

Features: -X-ray Image Analysis : Upload an X-ray image, and our custom CNN model will analyze and extract its features. -PDF Report Generation : After feature extraction, the system generates a detailed PDF report for documentation.

-Patient Portal : Patients can upload their medical reports, mainly X-rays, to extract vital information on several health parameters. The extracted parameters include:

• Atelectasis
• Cardiomegaly
• Consolidation
• Edema
• Effusion
• Emphysema
• Fibrosis
• Infiltration
• Mass
• Nodule
• Pleural Thickening
• Pneumonia
• Pneumothorax
• Risk Visualization: The system visualizes the potential risk levels of the parameters using a risk meter for a more comprehensible interpretation.
• LLM Chatbot Interaction: Post report generation, our custom LLM chatbot, trained on proprietary data, answers questions about the report, ensuring patients get a clear understanding of their health status.

Purpose: The healthcare sector is demanding, and clinical paperwork can be time-consuming. MRIG aims to:

• Let doctors focus on their core responsibilities by handling clerical work.
• Educate patients about their health status in an easily understandable format.