README.md

CodeX Clinic (Website and App)

Repository for CodeX Clinic project.

To watch demo video. Click Here.

Overview

CodeX Clinic is an AI-powered healthcare platform that offers medical report extraction and summarization using AWS Textract and GPT-2. The system efficiently extracts, processes, and summarizes medical reports, making it easier for patients to understand their health data without medical expertise.

Features

🔹 Medical Report Extraction & Summarization

• Utilizes AWS Textract for Optical Character Recognition (OCR) to extract text from medical reports (PDF, JPG, PNG, BMP).
• Leverages Natural Language Processing (NLP) techniques to analyze extracted data.
• Summarizes key findings using GPT-2, presenting concise and comprehensible summaries.
• Provides medical insights, highlighting deficiencies or excess levels of medical parameters.

🔹 User Dashboard

• Easy-to-use dashboard for patients and doctors to upload, view, and manage medical reports.
• Displays extracted abnormal parameters with recommended actions.

🔹 Doctor & Patient Interaction

• Patients can search for doctors using multiple keywords.
• Booking system for video consultations and in-person appointments.
• Real-time notifications for scheduled appointments.

Screenshots

Login/Signup:

Dashboard:

Update Profile:

Search Doctors (Multiple Keywords):

Booking Appointment:

View Appointments:

Scheduled Appointments:

Multi-User Video Conference:

Notifications:

Medical Report Summary:

Technologies Used

Backend:

• Python (Flask, FastAPI)
• AWS Textract (OCR Processing)
• GPT-2 (Summarization)
• PostgreSQL (Database)

Frontend:

• React.js (Website)
• React Native (Mobile App)

Other Tools & Libraries:

• Pytesseract, EasyOCR, Pdfplumber for OCR processing.
• TensorFlow, Hugging Face Transformers for NLP models.
• Twilio API for SMS/Email notifications.
• WebRTC for video conferencing.