On-device wound measurement and clinical photo support
WoundCorder provides focused tools for patients, caregivers, and clinical staff. Routine web photo checks run locally, while the mobile app supports wound measurement on compatible devices.
Current web scope: image-only decision support in the browser. Precise wound measurement and the optional hybrid workflow belong to the mobile application.
MOBILE MEASUREMENT
Wound measurement on a phone or tablet
The mobile workflow guides image capture and supports wound dimensions on the phone or tablet. On compatible depth-equipped devices, depth-aware segmentation can also support 3D surface reconstruction and volume estimation.
Available measurements depend on the device, camera, depth hardware, wound location, and capture quality.
Framing and quality checks help make repeat photography more consistent.
02
2D dimensions
Estimate wound length, width, and surface area from the captured view.
03
Depth when supported
Compatible hardware adds depth-aware geometry and volumetric estimates.
04
Follow change
Comparable measurements help users and clinicians review change over time.
OPTIONAL HYBRID ARCHITECTURE
Optional review adds context to the on-device result
The core workflow remains compact and deterministic. On capable devices, an optional hybrid review can combine image features with expert-labelled visual references and user-authorized clinical context.
1LOCAL IMAGE MODEL
WCEfficientNet
Produces image-based wound-pattern, tissue, and inflammation signals on device.
2EXPERT REFERENCE RETRIEVAL
Similar reviewed cases
Finds visually relevant examples carrying labels supplied by clinical experts.
3OPTIONAL ADVANCED REVIEW
Context-aware interpretation
A supported vision-language model can rank two possibilities and explain relevant evidence.
The hybrid layer supplements the local result; it does not replace it.Clinical context is included only when the user chooses to provide it. Deterministic safety signals remain visible and cannot be silently lowered by the language model.
PRIVACY BY DESIGN
Local by default.
Routine web photo checks run in the browser. The photo is not saved by the web app or transmitted without permission.
01Choose a photo
Use the camera or import an existing image.
02Process locally
WCEfficientNet runs on the device.
03Keep control
Optional research sharing requires a separate, explicit action.
CONTACT & UPDATES
Contact WoundCorder
Ask about the patient or clinician tools, mobile measurement, research collaboration, or the hybrid architecture.
Decision support, not a diagnosis.WoundCorder does not confirm infection, determine treatment, or replace an in-person clinical assessment. Seek professional care for concerning symptoms or a worsening wound.