🏥 EdCare – Healthcare Management Ecosystem

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📖 Overview

EdCare is a modern, full-stack healthcare management ecosystem that connects patients, doctors, and AI-powered diagnostics in a single unified platform.

Unlike traditional hospital management systems, EdCare integrates intelligent medical prediction, secure digital records, real-time dashboards, and a complete online pharmacy experience.

👥 Target Users

1. Patients – Appointments, prescriptions, medicine orders, AI self-diagnostics
2. Doctors – Schedule management, patient monitoring, digital prescriptions
3. System/Admin – Secure data handling, authentication, AI inference

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🌟 Key Features

🩺 Patient Module

• Smart health dashboard with vitals & schedules
• AI-powered Breast Cancer Prediction
• Online pharmacy with animated cart
• Doctor discovery & instant appointment booking
• Secure medical history & prescriptions

👨⚕️ Doctor Module

• Daily appointment & queue dashboard
• Digital prescription issuance
• Patient health analytics (charts & trends)
• Availability & consultation hour control

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🛠️ Technology Stack

Frontend

• React 19
• Vite 6
• TypeScript
• Tailwind CSS v4
• React Context API
• React Hook Form + Zod
• Recharts
• Lucide Icons

Backend & AI

• Python 3.11
• Flask
• Scikit-Learn
• Gradient Boosting Classifier
• NumPy
• Waitress (Production Server)

Infrastructure

• Supabase (PostgreSQL + Auth + RLS)
• Vercel (Frontend)
• Render (Backend)

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📂 Project Structure

_EDCARE_
├── backend/
│   ├── app.py
│   └── requirements.txt
├── sql/
│   ├── schema.sql
│   ├── seed.sql
│   └── migrations/
├── src/
│   ├── components/
│   │   ├── layout/
│   │   └── ui/
│   ├── contexts/
│   ├── hooks/
│   ├── lib/
│   ├── pages/
│   │   ├── doctor/
│   │   ├── patient/
│   │   ├── pharmacy/
│   │   └── public/
│   ├── types/
│   ├── App.tsx
│   └── main.tsx
├── .env.example
├── render.yaml
├── vercel.json
└── vite.config.ts

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🚀 Future Roadmap & Pending Features

While EdCare is a robust MVP, the following features are planned for future releases to make it a production-grade enterprise solution:

💳 Real Payments Integration

• Replace mocked Stripe implementation with real Stripe Connect or Razorpay.
• Handle refund logic, invoicing, and subscription models for premium doctors.

📹 Telehealth & Video Consultation

• Integrate WebRTC or Daily.co for secure, in-app video calls between patients and doctors.
• Real-time chat features using Socket.io.

📱 Mobile Application

• Develop a React Native counterpart for iOS and Android.
• Implement push notifications for appointment reminders (currently email/in-app only).

🛡️ Advanced Security & Admin

• RBAC (Role-Based Access Control): Granular permissions for hospital staff, nurses, and admins.
• HIPAA Compliance: Audit logs, data encryption at rest, and strict access policies.

🧠 Enhanced AI Models

• Expand diagnostic capabilities beyond Breast Cancer to include Diabetes and Heart Disease risk assessment.
• Train custom models on anonymized patient data (with consent) for better local accuracy.

🧪 Testing & CI/CD

• Scale unit testing coverage (currently Jest/Vitest setup is minimal).
• Implement End-to-End (E2E) testing with Cypress or Playwright.
• Automate deployment pipelines for both frontend and backend on merge to main.