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README.md
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VitalLink is an intelligent ER patient monitoring system that uses smart wristbands to continuously track patient vital signs and automatically prioritize care based on real-time health data. The system supports both physical BLE wristbands and simulated devices for testing and demonstration. VitalLink is an intelligent ER patient monitoring system that uses smart wristbands to continuously track patient vital signs and automatically prioritize care based on real-time health data. The system supports both physical BLE wristbands and simulated devices for testing and demonstration.
### Key Features ### Key Features
- ✅ **Real-time vital sign monitoring** (Heart Rate, SpO₂, Temperature, Activity) - ✅ **Real-time vital sign monitoring** (Heart Rate, SpO₂, Temperature, Activity)
- ✅ **Automatic patient prioritization** based on condition severity - ✅ **Automatic patient prioritization** based on condition severity
- ✅ **Three-tier alert system** (Normal, Alert, Emergency) - ✅ **Three-tier alert system** (Normal, Alert, Emergency)
@ -21,6 +22,7 @@ VitalLink is an intelligent ER patient monitoring system that uses smart wristba
--- ---
## 📁 Project Structure ## 📁 Project Structure
``` ```
vitallink/ vitallink/
├── backend/ # Backend API Server ├── backend/ # Backend API Server
@ -59,7 +61,7 @@ vitallink/
│ │
├── .venv/ # Python virtual environment (UV) ├── .venv/ # Python virtual environment (UV)
├── requirements.txt # Python dependencies ├── requirements.txt # Python dependencies
├── start_everything.sh # Master startup script ├── link-start.sh # Master startup script
├── stop_everything.sh # Master shutdown script ├── stop_everything.sh # Master shutdown script
└── README.md # This file └── README.md # This file
``` ```
@ -67,6 +69,7 @@ vitallink/
--- ---
## 🔄 System Architecture & Data Flow ## 🔄 System Architecture & Data Flow
``` ```
┌─────────────────────────────────────────────────────────────────┐ ┌─────────────────────────────────────────────────────────────────┐
│ PATIENT CHECK-IN FLOW │ │ PATIENT CHECK-IN FLOW │
@ -119,9 +122,11 @@ vitallink/
### Backend (`backend/`) ### Backend (`backend/`)
#### `server.py` #### `server.py`
**Purpose:** Core backend API server **Purpose:** Core backend API server
**Technology:** FastAPI + Uvicorn **Technology:** FastAPI + Uvicorn
**Key Functions:** **Key Functions:**
- Patient registration and management - Patient registration and management
- Vital signs data ingestion and storage - Vital signs data ingestion and storage
- Priority queue calculation algorithm - Priority queue calculation algorithm
@ -129,6 +134,7 @@ vitallink/
- RESTful API endpoints for all operations - RESTful API endpoints for all operations
**Main Endpoints:** **Main Endpoints:**
- `POST /api/checkin` - Register new patient - `POST /api/checkin` - Register new patient
- `POST /api/vitals` - Receive vital signs data - `POST /api/vitals` - Receive vital signs data
- `GET /api/queue` - Get prioritized patient queue - `GET /api/queue` - Get prioritized patient queue
@ -142,9 +148,11 @@ vitallink/
### Wristband System (`simulator/`) ### Wristband System (`simulator/`)
#### `wristband_simulator.py` #### `wristband_simulator.py`
**Purpose:** Original standalone wristband simulator **Purpose:** Original standalone wristband simulator
**Technology:** Python asyncio **Technology:** Python asyncio
**Key Functions:** **Key Functions:**
- Generates realistic vital sign data - Generates realistic vital sign data
- Simulates 5 patient condition profiles (stable, deteriorating, critical, etc.) - Simulates 5 patient condition profiles (stable, deteriorating, critical, etc.)
- Creates proper 16-byte BLE packets with checksums - Creates proper 16-byte BLE packets with checksums
@ -155,9 +163,11 @@ vitallink/
--- ---
#### `wristband_manager.py` #### `wristband_manager.py`
**Purpose:** Unified wristband management system **Purpose:** Unified wristband management system
**Technology:** Python asyncio + Bleak (for BLE) **Technology:** Python asyncio + Bleak (for BLE)
**Key Functions:** **Key Functions:**
- **Manages both real and simulated wristbands** with identical interface - **Manages both real and simulated wristbands** with identical interface
- Scans for real BLE devices - Scans for real BLE devices
- Decodes 16-byte packets according to spec - Decodes 16-byte packets according to spec
@ -165,6 +175,7 @@ vitallink/
- Auto-assigns wristbands to new patients - Auto-assigns wristbands to new patients
**Key Classes:** **Key Classes:**
- `BaseWristband` - Abstract interface for all wristbands - `BaseWristband` - Abstract interface for all wristbands
- `RealWristband` - Connects to physical BLE devices - `RealWristband` - Connects to physical BLE devices
- `SimulatedWristband` - Software simulation for testing - `SimulatedWristband` - Software simulation for testing
@ -174,15 +185,18 @@ vitallink/
--- ---
#### `config_system.py` #### `config_system.py`
**Purpose:** Configuration management and CLI tools **Purpose:** Configuration management and CLI tools
**Technology:** Python + PyYAML **Technology:** Python + PyYAML
**Key Functions:** **Key Functions:**
- Loads wristband inventory from YAML config - Loads wristband inventory from YAML config
- Command-line tools for managing wristbands - Command-line tools for managing wristbands
- BLE device scanning and discovery - BLE device scanning and discovery
- Add/remove wristbands without code changes - Add/remove wristbands without code changes
**CLI Commands:** **CLI Commands:**
```bash ```bash
python config_system.py --inventory # Show configured wristbands python config_system.py --inventory # Show configured wristbands
python config_system.py --scan # Scan for real BLE devices python config_system.py --scan # Scan for real BLE devices
@ -192,9 +206,11 @@ python config_system.py --add-simulated # Add a simulated wristband
--- ---
#### `main_runner.py` #### `main_runner.py`
**Purpose:** Main system orchestrator **Purpose:** Main system orchestrator
**Technology:** Python asyncio **Technology:** Python asyncio
**Key Functions:** **Key Functions:**
- **Auto-detects new patient check-ins** from backend - **Auto-detects new patient check-ins** from backend
- **Auto-assigns wristbands** (prefers real, falls back to simulated) - **Auto-assigns wristbands** (prefers real, falls back to simulated)
- Creates emergency simulated bands if inventory depleted - Creates emergency simulated bands if inventory depleted
@ -206,9 +222,11 @@ python config_system.py --add-simulated # Add a simulated wristband
--- ---
#### `wristband_config.yaml` #### `wristband_config.yaml`
**Purpose:** Wristband inventory configuration **Purpose:** Wristband inventory configuration
**Technology:** YAML configuration file **Technology:** YAML configuration file
**Structure:** **Structure:**
```yaml ```yaml
backend_url: "http://localhost:8000" backend_url: "http://localhost:8000"
auto_scan_ble: true # Scan for real bands on startup auto_scan_ble: true # Scan for real bands on startup
@ -230,9 +248,11 @@ real_bands: # Physical BLE devices
### Frontend (`frontend/`) ### Frontend (`frontend/`)
#### `dashboard/src/App.jsx` #### `dashboard/src/App.jsx`
**Purpose:** Staff monitoring dashboard **Purpose:** Staff monitoring dashboard
**Technology:** React + Vite + Tailwind CSS **Technology:** React + Vite + Tailwind CSS
**Key Features:** **Key Features:**
- **Patients Tab:** - **Patients Tab:**
- Real-time vital signs display - Real-time vital signs display
- Color-coded alert tiers (🟢 Normal, 🟡 Alert, 🔴 Emergency) - Color-coded alert tiers (🟢 Normal, 🟡 Alert, 🔴 Emergency)
@ -246,30 +266,34 @@ real_bands: # Physical BLE devices
- Decoded packet fields - Decoded packet fields
- Flag visualization (emergency, alert, battery, etc.) - Flag visualization (emergency, alert, battery, etc.)
**Port:** http://localhost:5173 **Port:** <http://localhost:5173>
--- ---
#### `kiosk/src/App.jsx` #### `kiosk/src/App.jsx`
**Purpose:** Patient self-service check-in **Purpose:** Patient self-service check-in
**Technology:** React + Vite + Tailwind CSS **Technology:** React + Vite + Tailwind CSS
**Key Features:** **Key Features:**
- User-friendly check-in wizard - User-friendly check-in wizard
- Symptom selection - Symptom selection
- Severity rating - Severity rating
- Wristband assignment confirmation - Wristband assignment confirmation
- Next steps guidance - Next steps guidance
**Port:** http://localhost:5174 **Port:** <http://localhost:5174>
--- ---
### Tests (`tests/`) ### Tests (`tests/`)
#### `test_suite.py` #### `test_suite.py`
**Purpose:** Comprehensive system testing **Purpose:** Comprehensive system testing
**Technology:** Python asyncio **Technology:** Python asyncio
**Test Coverage:** **Test Coverage:**
- Patient data validation - Patient data validation
- Packet generation and checksums - Packet generation and checksums
- Tier classification logic - Tier classification logic
@ -284,9 +308,11 @@ real_bands: # Physical BLE devices
### Scripts ### Scripts
#### `start_everything.sh` #### `link-start.sh`
**Purpose:** Master startup script - **ONE COMMAND TO START ENTIRE SYSTEM** **Purpose:** Master startup script - **ONE COMMAND TO START ENTIRE SYSTEM**
**What it does:** **What it does:**
1. ✅ Activates Python virtual environment 1. ✅ Activates Python virtual environment
2. ✅ Starts backend API server (port 8000) 2. ✅ Starts backend API server (port 8000)
3. ✅ Starts wristband management system 3. ✅ Starts wristband management system
@ -299,8 +325,10 @@ real_bands: # Physical BLE devices
--- ---
#### `stop_everything.sh` #### `stop_everything.sh`
**Purpose:** Clean shutdown of all services **Purpose:** Clean shutdown of all services
**What it does:** **What it does:**
1. Stops backend server 1. Stops backend server
2. Stops wristband system 2. Stops wristband system
3. Stops frontend dev servers 3. Stops frontend dev servers
@ -313,6 +341,7 @@ real_bands: # Physical BLE devices
## 🔗 How Components Connect ## 🔗 How Components Connect
### 1. Patient Check-In Flow ### 1. Patient Check-In Flow
``` ```
Kiosk (React) Kiosk (React)
→ POST /api/checkin → POST /api/checkin
@ -323,6 +352,7 @@ Kiosk (React)
``` ```
### 2. Vital Signs Data Flow ### 2. Vital Signs Data Flow
``` ```
Wristband (Real or Simulated) Wristband (Real or Simulated)
→ Generates 16-byte BLE packet → Generates 16-byte BLE packet
@ -334,6 +364,7 @@ Wristband (Real or Simulated)
``` ```
### 3. Priority Queue Flow ### 3. Priority Queue Flow
``` ```
Backend calculates priority scores every 3 seconds based on: Backend calculates priority scores every 3 seconds based on:
- Tier (Emergency=100, Alert=50, Normal=0) - Tier (Emergency=100, Alert=50, Normal=0)
@ -346,6 +377,7 @@ Backend calculates priority scores every 3 seconds based on:
``` ```
### 4. Wristband Inventory Flow ### 4. Wristband Inventory Flow
``` ```
Main Runner reports inventory every 10 seconds: Main Runner reports inventory every 10 seconds:
→ POST /api/wristband-details (full inventory + packet data) → POST /api/wristband-details (full inventory + packet data)
@ -376,22 +408,26 @@ Main Runner reports inventory every 10 seconds:
## 🚀 Quick Start ## 🚀 Quick Start
### 1. Start Everything ### 1. Start Everything
```bash ```bash
./start_everything.sh ./start_everything.sh
``` ```
### 2. Access Interfaces ### 2. Access Interfaces
- **Staff Dashboard:** http://localhost:5173
- **Check-in Kiosk:** http://localhost:5174 - **Staff Dashboard:** <http://localhost:5173>
- **API Documentation:** http://localhost:8000/docs - **Check-in Kiosk:** <http://localhost:5174>
- **API Documentation:** <http://localhost:8000/docs>
### 3. Test the System ### 3. Test the System
1. Open kiosk, check in a patient 1. Open kiosk, check in a patient
2. Watch dashboard - patient appears with assigned wristband 2. Watch dashboard - patient appears with assigned wristband
3. Click "Wristbands" tab to see inventory 3. Click "Wristbands" tab to see inventory
4. Click any wristband to view raw packet data 4. Click any wristband to view raw packet data
### 4. Stop Everything ### 4. Stop Everything
```bash ```bash
./stop_everything.sh ./stop_everything.sh
``` ```
@ -401,7 +437,9 @@ Main Runner reports inventory every 10 seconds:
## 🔧 Configuration ## 🔧 Configuration
### Adding Simulated Wristbands ### Adding Simulated Wristbands
Edit `simulator/wristband_config.yaml`: Edit `simulator/wristband_config.yaml`:
```yaml ```yaml
simulated_bands: simulated_bands:
- band_id: "MOCK-SIM4" - band_id: "MOCK-SIM4"
@ -409,11 +447,15 @@ simulated_bands:
``` ```
### Adding Real Wristbands ### Adding Real Wristbands
1. Scan for devices: 1. Scan for devices:
```bash ```bash
python simulator/config_system.py --scan python simulator/config_system.py --scan
``` ```
2. Add to config when prompted, or manually: 2. Add to config when prompted, or manually:
```yaml ```yaml
real_bands: real_bands:
- band_id: "VitalLink-A3B2" - band_id: "VitalLink-A3B2"
@ -421,6 +463,7 @@ simulated_bands:
``` ```
### Changing Priority Preferences ### Changing Priority Preferences
```yaml ```yaml
prefer_real_bands: true # Use real bands first prefer_real_bands: true # Use real bands first
auto_scan_ble: true # Scan on startup auto_scan_ble: true # Scan on startup
@ -446,6 +489,7 @@ VitalLink wristbands transmit 16-byte packets over BLE:
| 15 | Reserved | uint8 | Future use | | 15 | Reserved | uint8 | Future use |
**Example Packet:** **Example Packet:**
``` ```
01 2A 00 87 D6 12 00 02 4E 61 3D 0E B4 00 BA 00 01 2A 00 87 D6 12 00 02 4E 61 3D 0E B4 00 BA 00
``` ```
@ -457,7 +501,9 @@ VitalLink wristbands transmit 16-byte packets over BLE:
## 📝 Development Notes ## 📝 Development Notes
### For Hardware Integration ### For Hardware Integration
When you get physical wristbands: When you get physical wristbands:
1. Power on wristbands (remove from charger) 1. Power on wristbands (remove from charger)
2. Run: `python simulator/config_system.py --scan` 2. Run: `python simulator/config_system.py --scan`
3. Add discovered bands to config 3. Add discovered bands to config
@ -465,12 +511,16 @@ When you get physical wristbands:
5. Restart system - real bands will be used automatically! 5. Restart system - real bands will be used automatically!
### Mixed Mode Testing ### Mixed Mode Testing
You can run **1 real + 5 simulated** simultaneously: You can run **1 real + 5 simulated** simultaneously:
- Real wristband: For actual patient (you wearing it) - Real wristband: For actual patient (you wearing it)
- Simulated: For demo patients with various conditions - Simulated: For demo patients with various conditions
### Packet Debugging ### Packet Debugging
View raw packets in real-time: View raw packets in real-time:
1. Dashboard → Wristbands tab 1. Dashboard → Wristbands tab
2. Click any active wristband 2. Click any active wristband
3. See hex dump + decoded fields 3. See hex dump + decoded fields
@ -481,6 +531,7 @@ View raw packets in real-time:
## 🎓 For Capstone Presentation ## 🎓 For Capstone Presentation
### Demo Flow ### Demo Flow
1. **Start system:** `./start_everything.sh` 1. **Start system:** `./start_everything.sh`
2. **Show kiosk:** Check in yourself as a patient 2. **Show kiosk:** Check in yourself as a patient
3. **Show dashboard:** You appear in queue with assigned wristband 3. **Show dashboard:** You appear in queue with assigned wristband
@ -491,6 +542,7 @@ View raw packets in real-time:
8. **Show priority queue:** Emergency patients automatically moved to top 8. **Show priority queue:** Emergency patients automatically moved to top
### Key Talking Points ### Key Talking Points
- ✅ Real-time vital sign monitoring - ✅ Real-time vital sign monitoring
- ✅ Automatic triage prioritization - ✅ Automatic triage prioritization
- ✅ Seamless real/simulated wristband mixing - ✅ Seamless real/simulated wristband mixing
@ -503,7 +555,7 @@ View raw packets in real-time:
## 📚 Additional Resources ## 📚 Additional Resources
- **BLE Protocol Details:** See uploaded specification document - **BLE Protocol Details:** See uploaded specification document
- **API Documentation:** http://localhost:8000/docs (when running) - **API Documentation:** <http://localhost:8000/docs> (when running)
- **Wristband Inventory:** `python simulator/config_system.py --inventory` - **Wristband Inventory:** `python simulator/config_system.py --inventory`
- **System Logs:** `tail -f logs/*.log` - **System Logs:** `tail -f logs/*.log`

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⚠️ Bleak not installed. Real wristbands disabled. Install with: pip install bleak
✓ Loaded configuration from wristband_config.yaml
================================================================================
VitalLink System Initialization
================================================================================
✓ Backend is running at http://localhost:8000
➕ Added simulated band MOCK-SIM1 (stable)
➕ Added simulated band MOCK-SIM2 (mild_anxiety)
➕ Added simulated band MOCK-SIM3 (deteriorating)
================================================================================
WRISTBAND INVENTORY
================================================================================
🟢 MOCK-SIM1 | AVAILABLE
🟢 MOCK-SIM2 | AVAILABLE
🟢 MOCK-SIM3 | AVAILABLE
================================================================================
Total: 3 | Real: 0 | Simulated: 3 | Active: 0
================================================================================
================================================================================
VitalLink System Running
================================================================================
✓ Monitoring for new patients from kiosk check-ins
✓ Auto-assigning wristbands (prefer real: False)
Press Ctrl+C to stop
================================================================================
🔍 Monitoring for new patient check-ins...
[Status] Active: 0 monitoring | Available: 3 bands | Real: 0 | Sim: 3
[Status] Active: 0 monitoring | Available: 3 bands | Real: 0 | Sim: 3
[Status] Active: 0 monitoring | Available: 3 bands | Real: 0 | Sim: 3
🆕 New patient detected: P100001 (test bbb)
✓ MOCK-SIM1 assigned to patient P100001
✓ Assigned MOCK-SIM1 (simulated)
🟢 Starting simulated wristband MOCK-SIM1 (stable)
[Status] Active: 1 monitoring | Available: 2 bands | Real: 0 | Sim: 3
[Status] Active: 1 monitoring | Available: 2 bands | Real: 0 | Sim: 3
[Status] Active: 1 monitoring | Available: 2 bands | Real: 0 | Sim: 3
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