Code and Data
All demos are research prototypes, not clinical tools. They must not be used for diagnosis or treatment decisions.
Public demos
A deep-supervision UNet++ model that outlines burn wounds in photographs. Images are processed in memory and not stored.
A ResNet18 region-of-interest model that classifies free-flap circulation from a flap photograph.
Annotation tools
We build in-house, browser-only annotation tools (landmarks, tissue masks) for our reliability studies. Photographs are processed on the annotator’s device and never uploaded. These tools are shared with study raters directly rather than listed here.
Data
Clinical data used in our studies are governed by Chang Gung Medical Foundation IRB approvals and Taiwan’s Personal Data Protection Act, and cannot be shared publicly.