Personalized Vulnerability Analysis
AI-powered analysis of your high-risk body regions and predictive timeline for when skin issues may return
Risk Mapping
3D body visualization of vulnerable zones
Pattern Detection
AI analyzes your historical data
Predictive Timeline
When issues may recur per region
Smart Alerts
Schedule timely follow-up scans
What is Vulnerability Analysis?
Vulnerability Analysis is an advanced AI-powered feature that helps you understand which parts of your body are most susceptible to skin issues and predicts when problems might return.
By analyzing your scan history, our AI identifies patterns in your skin health across different body regions, helping you stay proactive about your skin care.
Key Features
3D Vulnerability Mapping
Interactive 3D body model showing high-risk, moderate-risk, and low-risk zones based on your historical scan data. Visualize exactly where your skin needs the most attention.
Recurrence Predictions
AI-powered predictions for when skin issues might return in specific body regions, categorized into timeframes: 1-4 weeks, 1-3 months, or 3+ months.
Active Lesion Tracking
Monitor currently active skin issues and track their progression over time. Get notified when lesions show changes or patterns that need attention.
Historical Trends
Visualize how severity levels change over time in different body regions. Understand your skin health trends and make informed decisions.
How Our AI Analysis Works
1Clustering Algorithm
Our AI groups scans of the same lesion into "episodes" using intelligent time windows. Multiple scans within the window count as one episode, not separate occurrences.
2Dynamic Time Windows
Different conditions use different clustering windows: Cancer/Melanoma (60 days), Chronic conditions (30 days), Moderate (21 days), Acute (10 days).
3Recurrence Analysis
The system measures days between the end of one lesion episode and the start of the next to predict when issues may return in each body region.
4Region-Based Tracking
Each body region is analyzed independently. Different locations are treated as separate lesions with their own recurrence patterns.
Getting Started
To unlock personalized vulnerability analysis, you'll need at least 2 skin scans in your history. The more scans you complete, the more accurate your predictions become.
What you'll get:
- Interactive 3D body map showing high-risk zones
- Predictions for when skin issues may return in specific areas
- Historical severity trends and patterns
- AI-powered insights and personalized recommendations
Ready to Start Tracking Your Skin Health?
Begin your journey to better skin health with regular scans and AI-powered insights