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2025-04-14 00:00:00
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2025-04-14 00:00:00 The SkinScreen application extends human capabilities in the detection and classification of skin lesions/skin cancer in the support value-based healthcare goals. SkinScreen offers the capability to detect malignant and benign skin lesions in real-time through a highly accurate and precise solution. The solution leverages the power of deep learning, a method under artificial intelligence (AI), to allow quicker and more accurate predictions than previously were available. Through a term that we have trademarked, called Indescribable Model, it is an AI model that is seeded with hyperparameters initially however the model continually trains itself in finding the best fit against the dataset without any future human intervention required. Currently, the detection is manually performed by a dermatologist or technician through a heuristic approach known as ABCDE (Asymmetry, Border Irregularity, Color, Diameter, Evolution). SkinScreen offers a number of differences than other solutions in the market: 1. Ensure user privacy - By leveraging the latest MobileNetV2 architecture the AI model is able to run on a user's device and no images need to be uploaded back to SkinScreen's servers unlike other solutions.