WoundDoc v1.0.0 — First Public Release (Android APK)

🎉 WoundDoc v1.0.0 is here!

Photograph once. Track healing forever.

The first official release of WoundDoc — a production-grade AI-powered mobile platform for clinicians to monitor chronic wounds and diabetic foot ulcers with calibrated measurements and intelligent insights.

✨ Key Features

• 16-class AI wound classification (EfficientNet-B0 backbone, 92.33% accuracy on Medetec dataset)
• 30+ tissue segmentation with color-coded overlays (necrotic, granulation, slough, epithelial, etc.)
• ArUco-calibrated size detection — perspective-corrected area in cm² (robust to angle & lighting)
• Longitudinal tracking — sparkline trends + stacked tissue history charts
• On-demand Gemini AI clinical analysis — summary, key findings, healing trajectory (improving/stable/worsening), concerns & recommendations
• 3-tab image comparison — Original | Annotated | Rectified (bird’s-eye view)
• Fully offline-first — all data & images stored locally (no cloud required)

Research-Backed Technology

Built on peer-reviewed methods:

• Semi-supervised learning pipeline from DFUTissueSegNet (DSC improved to 87.64%)
• EfficientNet-B0 + ReLU from Eff-ReLU-Net
• Phone-based workflow inspired by DFUCare (F1 0.80 localization, 94.81% ischemia accuracy)

Installation

1. Download WoundDoc-v1.0.0.apk below
2. Install on any Android device (Android 8.0+)
3. Open with Expo Go or directly (allow "Unknown sources" if needed)

Screenshots

Full gallery available in the README

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⚠️ Medical Disclaimer
This is a research and demonstration tool only. All AI outputs are advisory. Not a substitute for professional clinical judgment. Use at your own risk. Always verify with a qualified clinician.

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First release — March 2026