DermaGuard
Three agents, one explainable decision

Screen a skin lesion.
See exactly why the agents decided.

Upload a dermoscopy image. The Image Quality Agent checks focus, exposure, glare, hair and field of view; the Diagnosis Agent predicts one of seven lesion classes; the triage policy combines both into AUTO TRIAGE, REFER or RE-IMAGE — with the reasons and a heatmap of where the model looked.

  • Quality first Unusable photos are sent back with advice on how to retake them
  • Two-model ensemble EfficientNet-B0 and ConvNeXt-T, trained on HAM10000
  • Explainable Every decision comes with its reasons and a Grad-CAM heatmap

Research prototype — not a clinically validated diagnostic device and not medical advice. Your image is analyzed in memory and never stored. Nothing is sent to any third party: the agents run on this server.

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