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.