SmartSkin AI
Healthcare AI Research
Overview
SmartSkin AI is a healthcare AI research project being conducted at WINIKS Labs focused on non-invasive dermatological analysis. Using computer vision and deep learning, the system assists in the preliminary detection and classification of skin conditions — designed to support, not replace, medical professionals.
Problem
Dermatological conditions are among the most common health issues globally, yet access to qualified dermatologists remains severely limited, especially in rural and semi-urban areas of India. Early detection of conditions like melanoma, eczema, and fungal infections can dramatically improve treatment outcomes — but lack of access prevents timely diagnosis.
Solution
SmartSkin AI uses deep learning models trained on dermatological image datasets to classify skin conditions from photographs. The system provides confidence scores, visual attention maps highlighting areas of concern, and links to validated medical information — intended as a preliminary screening support tool accessible via mobile devices.