Technology Stack
Advanced AI and computer vision technology powering the future of wound care
AI & Machine Learning Pipeline
Our proprietary AI engine processes wound images through multiple sophisticated layers of analysis, combining computer vision, deep learning, and clinical knowledge to deliver medical-grade assessments.
🔍 Image Preprocessing
Advanced filtering and enhancement algorithms optimize image quality for accurate analysis
🎯 Wound Segmentation
Precise boundary detection using state-of-the-art semantic segmentation models
📏 Measurement Analysis
Real-time calculation of wound dimensions, area, and volume with clinical accuracy
🧬 Wound Classification
Automated identification of different wound types
Computer Vision Workflow
Image Capture
High-resolution wound photography using smartphone cameras with guided capture interface
Auto-Segmentation
AI-powered boundary detection separates wound tissue from surrounding healthy skin
Data Extraction
Precise measurements, tissue analysis, and clinical feature extraction from segmented wound
Platform Architecture
Scalable, secure, and reliable cloud infrastructure
Mobile Layer
iOS & Android native apps with offline capabilities and real-time sync
Cloud Services
Microservices architecture on AWS with auto-scaling and load balancing
Data Layer
Encrypted databases with real-time analytics and machine learning pipelines
Security Compliance
Enterprise-grade security measures ensuring patient data protection and regulatory compliance
Role-Based Access Control
Granular permissions system ensuring users only access appropriate patient data and system functions
Audit Trails
Comprehensive logging of all system activities, data access, and modifications for compliance tracking
End-to-End Encryption
AES-256 encryption for data at rest and TLS 1.3 for data in transit, ensuring maximum security
Secure Infrastructure
Cloud and on-premise deployment options with SOC 2 Type II certified infrastructure partners
Automated Backups
Redundant backup systems with point-in-time recovery and disaster recovery protocols