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Personalized shampoos and scalp serums are AI-prescribed cosmetic formulations developed by Seoul National University Bundang Hospital in collaboration with Aram Huvis Co., Ltd. The treatment regimen is determined by the AI-scalp grader (SPI-AI), a convolutional neural network model that analyzes trichoscopic images to evaluate five scalp features: dryness, oiliness, erythema, folliculitis, and dandruff. Based on this assessment, a customized combination of ingredients is formulated into a shampoo and serum to address the specific needs of the patient's scalp. Clinical studies have demonstrated significant improvement in scalp discomfort and objective scalp conditions within four weeks of use.
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