SKNR for dermatologists: explainable screening support

SKNR for dermatologists is a screening instrument for dermatology and trichology practice. One photograph returns a ranked assessment across 23 scalp and facial skin conditions, with a heatmap of the regions the model weighed and comparable reference cases, so the dermatologist can check the result.

SKNR has two peer-reviewed publications, with IEEE and Springer Nature, and a 30,000-image proprietary clinical dataset. All patient data at rest is encrypted with field-level AES-256-GCM.

The clinician reviews each screening and can file a correction with their own label and notes. They write prescriptions, reports and therapies from mobile, and read dossiers, longitudinal charts and drafts on the web portal, where they can export a PDF. A patient dossier opens with consent, and every read is recorded. A responsiveness score says plainly when there is not yet enough signal.

SKNR performs screening and pre-screening. It does not diagnose: the diagnosis remains the clinician’s.