There’s No FDA Dermatology Panel for AI Devices. Here’s Why That Matters.

If you’ve tried to count how many AI dermatology devices the FDA has actually cleared, you’ve probably hit a wall: the data doesn’t filter cleanly by specialty. That isn’t a quirk of how the data is organized. It reflects a real structural gap in how skin devices are regulated. Dermatology Has No Panel Skin devices…

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LG H&H Uses Visual AI to Map How Faces Age

Does your whole face age at the same pace? According to new research from Korean beauty giant LG Household & Health Care (LG H&H), it does not. Using visual AI to analyze facial images from 16,000 Korean women, the company found that the eyes, lips, and facial contours each follow their own aging timeline. The…

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Prose Tests Personalized Hair Care on 82,000 Customers

How do you prove a product is safe when there are millions of versions of it? That is the core problem facing hyper-personalized beauty brands, and a new technical paper from custom haircare company Prose, published in Cosmetics & Toiletries, lays out one answer. The paper describes a two-part framework: a risk-based method for clearing…

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