❤️
1. Real-Time Vital Signs (PPG)
Heart Rate (HR): Finger-over-camera pulse analysis.
Respiratory Rate (RR): Analyzing pulse variations or front-camera chest
motion
tracking.
Blood Oxygen (SpO2): Wavelength absorption comparison (Red/Blue/Green).
BP Trends: AI estimation from facial/finger blood flow oscillations.
🔍
2. Visible Illness Detection
Anemia Screening: Hemoglobin estimation via eyelid or fingernail bed
color.
Jaundice Detection: Sclera (eye) and skin yellowing analysis.
Skin & Lesions: AI classification of rashes, wounds, and moles (Melanoma
risk).
Facial Diagnostics: Identifying "sick" vs "healthy" faces via
texture/swelling.
📏
3. Movement & Body Analytics
Temp Estimation: Correlating skin flushing and HR with fever markers.
Gait & Motor: Analyzing walking/hand movement for balance or tremors
(Neurological).
Body Composition: 3D profile analysis for body fat % and mass estimation.
⚠️
6. Medical Disclaimer
IMPORTANT: Rahmah Medical is for general wellness and educational
purposes only.
It is NOT a medical device. Always consult with a healthcare professional.
AI readings are approximations and should be verified with clinical equipment.
⚙️
4. Clinical & Edge Optimization
TFLite Optimized: Uses the TFLite Model Optimization Toolkit to run
high-speed AI on older, low-resource smartphones flawlessly.
Edge AI: 100% On-Device processing ensures zero data usage and total
privacy in
remote areas.
Triage Guidance: Traffic Light system (Green: Monitor | Yellow: Visit
Clinic |
Red: Emergency).
⚖️
5. Clinical Accuracy Guide
Chemical vs Optical: Blood meters use chemical reactions. This app uses
Optical AI to analyze blood pulse waves. Small variations (±10-15%) are normal.
How to use: Use this app to track Trends. If the app
consistently shows "Red" or "Yellow" warnings, consult a doctor for a clinical blood test
immediately.
STRICT STANDARDS: Skin tone bias mitigation
ensures
accuracy across all demographics. This is a Screening Tool, not a diagnostic device.
Not
intended for emergency use. Rahmah Medical v1.0