Clinical decision support
Dermatology triage for clinics without a dermatologist on call
Most primary-care visits for skin lesions end in a guess or a months-long referral queue. DermaMarker gives general practitioners a second opinion in seconds: classification, urgency triage, and a print-ready referral note — in English and Arabic.
Four steps, fully inspectable
Classify with an EfficientNet-B0 model trained on 10,015 dermatoscopic images, triage against clinical urgency rules, generate a bilingual report, and store the case — with per-step timing and failure states shown to the clinician, not hidden.
Tuned to over-refer
Melanoma at 30% probability already escalates to urgent. Low confidence is disclosed, never hidden.
English & العربية
Patient summaries in both languages, with proper RTL rendering — built for Gulf clinics from day one.
Referral notes and a clinic dashboard
Every scan produces a structured, print-ready dermatology referral the GP can hand over or paste into the EMR. The practice dashboard tracks case load, urgency mix, and model confidence across the clinic.
Seven classification categories
Melanoma · malignant
Basal cell carcinoma · malignant
Actinic keratoses · pre-cancerous
Melanocytic nevi · benign
Benign keratosis · benign
Vascular lesions & dermatofibroma · benign
Clinical decision support prototype — not a registered medical device. Final assessment always rests with the treating clinician.