Case Study
Skin assessment – AI-supported preliminary screening by app
Innowise developed a platform for preliminary assessment of skin conditions.
AI-generated imageIndustry
Healthcare
Technologies
Flutter, Angular, Python, DINOv2, AWS
Challenge
A clinic network wanted a digital first-contact service. Its model needed suitable training images and had to accommodate variable image quality.
Solution
A patient app is paired with a clinical image-collection app. An adapted DINOv2 model and administration interface connect assessment, data management and model improvement.
Results
The source describes coverage of around 30 skin conditions. Outputs are preliminary assessments rather than a substitute for a physician’s diagnosis.