We provide

We provide:

• On-demand early skin cancer detection and monitoring
• Real-time severity scoring for acne, psoriasis (skin and nails), atopic dermatitis / eczema, and vitiligo
• AI platform-as-a-service, with an API that enables third-party applications and websites to incorporate the AI technology into their own products and services.

Deep Learning Expertise

Deep Learning Expertise:

• Unique insights in deep learning and computer vision powering digital skin health transformation
• Grounded in decades of theoretical and applied academic research in mathematics and AI science
• Rapid, precise transfer learning enables flexible and highly efficient digitization of the skin health value chain

Techniques

Techniques:

• Structure and design of neural networks, wavelets, and convolutions
• Data normalization, augmentation, partitioning, clustering, and rebalancing methods
• Structural ensembling methods
• More efficient loss functions and gradient descent methods
• Translation from sigmoid value to real probabilities
• Topological features and fuzzy boundary problems
• Ad-hoc reinforcement learning
• AI-enhanced mathematical modeling and explainable AI