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CIOS Final – AI-Powered Clinical Intelligence & Hospital Management System

An advanced AI-powered hospital management and clinical intelligence platform built using FastAPI, React, SQLite, SQLAlchemy, and AI-assisted healthcare analytics.

This project combines:

  • Hospital Management System
  • AI Clinical Risk Prediction
  • Patient Monitoring
  • Digital Twin Architecture
  • Clinical Alerts
  • Reporting System
  • Authentication & Authorization
  • Modern React Dashboard

🚀 Features

🏥 Hospital Management

  • Patient registration
  • Doctor management
  • Visit tracking
  • Diagnoses management
  • Vital signs monitoring
  • Lab results handling

🤖 AI Clinical Intelligence

  • AI risk prediction engine
  • Risk scoring
  • Confidence scoring
  • Recommendation generation
  • Clinical contradiction analysis
  • Explainable AI support

🧠 Digital Twin System

  • Clinical digital twins
  • Disease trajectory simulation
  • Treatment response modeling
  • What-if scenario analysis

🚨 Clinical Alerts

  • Real-time patient alerts
  • Critical vitals detection
  • AI-generated warnings
  • Alert acknowledgment workflow

📊 Reporting

  • PDF report generation
  • Excel export support
  • AI-generated summaries
  • Clinical analytics

🔐 Authentication

  • JWT authentication
  • Secure password hashing
  • Role-based access
  • Admin/Doctor/User roles

📦 Event-Driven Architecture

  • Domain events
  • Audit logs
  • Event tracking
  • Clinical event processing

🛠️ Tech Stack

Backend

  • FastAPI
  • SQLAlchemy
  • SQLite
  • Alembic
  • Pydantic
  • JWT Authentication
  • Passlib
  • ReportLab

Frontend

  • React
  • Axios
  • React Router
  • Modern Dashboard UI

AI & ML

  • AI Prediction Engine
  • Explainable AI
  • Risk Analysis
  • Clinical Intelligence

📁 Project Structure

cios/
│
├── backend/
│   ├── app/
│   │   ├── api/
│   │   ├── core/
│   │   ├── db/
│   │   ├── models/
│   │   ├── schemas/
│   │   ├── services/
│   │   ├── utils/
│   │   └── main.py
│   │
│   ├── requirements.txt
│   ├── .env
│   └── cios_dev.db
│
├── frontend/
│   ├── src/
│   ├── public/
│   ├── package.json
│   └── vite.config.js / react config
│
└── README.md

About

CIOS Final is an AI-powered hospital management and clinical intelligence system built with FastAPI and React. It features patient management, AI risk prediction, digital twins, clinical alerts, reporting, authentication, and modern dashboard analytics with a scalable event-driven architecture.

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