Medical Report Analyzer

A web application that provides medical report analysis, symptoms analysis, and medicine information using AI. The application supports both English and Bengali (বাংলা) languages.

Features

1. Medical Report Analysis
2. Upload medical reports (JPG, PDF)
3. Extract and analyze test results

4. Get health insights and suggestions

5. Symptoms Analysis

6. Describe symptoms in detail
7. Get potential conditions and urgency level

8. Receive immediate steps and precautions

9. Medicine Information

10. Get detailed medicine analysis
11. View usage, side effects, and precautions
12. Personalized information based on age and gender

13. Dosage schedule analysis

14. Bilingual Support

15. Toggle between English and Bengali
16. Instant translation of analysis results

Technologies Used

• Python/Flask (Backend)
• JavaScript/HTML/CSS (Frontend)
• Tailwind CSS (Styling)
• Ollama with deepseek-r1:14b model (AI Analysis)
• Tesseract OCR (Text Extraction)
• Google Translate API (Translation)

Prerequisites

1. Python 3.8 or higher
2. Tesseract OCR installed
3. Ollama with deepseek-r1:14b model

Installation

1. Clone the repository:

git clone <repository-url>
cd medical-report-analyzer

1. Create a virtual environment:

python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

1. Install dependencies:

pip install -r requirements.txt

1. Install Tesseract OCR:
2. Windows: Download and install from Tesseract GitHub
3. Linux: sudo apt-get install tesseract-ocr

4. Mac: brew install tesseract

5. Install and run Ollama:

6. Follow instructions at Ollama
7. Pull the model: ollama pull deepseek-r1:14b

Configuration

1. Set Tesseract path in app.py:

pytesseract.pytesseract.tesseract_cmd = r'C:\Program Files\Tesseract-OCR\tesseract.exe'  # Adjust path as needed

1. Ensure Ollama is running with the deepseek-r1:14b model:

ollama run deepseek-r1:14b

Running the Application

1. Start the Flask server:

python app.py

1. Open a web browser and navigate to:

http://localhost:5000

Usage

1. Analyzing Medical Reports
2. Click "Report Analysis" tab
3. Upload JPG or PDF file
4. View analysis results

5. Optionally translate to Bengali

6. Analyzing Symptoms

7. Click "Symptoms Analysis" tab
8. Describe symptoms in detail
9. Click "Analyze Symptoms"

10. View analysis and recommendations

11. Getting Medicine Information

12. Click "Medicine Info" tab
13. Enter patient age and gender
14. Input medicine name and dosage schedule
15. Click "Analyze Medicine"
16. View detailed medicine analysis

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.