health ai
SpotCheck
a skin-cancer risk screening prototype that uses image classification to support earlier care decisions.
open-source
overview
SpotCheck allows users to upload skin images and receive model-assisted risk estimates, summaries, and next-step guidance.
why it matters
SpotCheck explores how image classification can support earlier health conversations while keeping model-assisted results framed as screening support.
what i built
- built a skin-image upload workflow for risk screening.
- used TensorFlow, Keras, and VGG16 for image classification.
- generated risk estimates and next-step guidance.
- framed outputs as model-assisted screening support rather than diagnosis.