AI for Dermatologists 2026: DermEngine, VisualDx & Faster Reads
AI for dermatologists in 2026: how DermEngine, VisualDx and AI triage actually cut read times, what changed since 2024, and where the hype still fails clinics.
Chapter 1: The 2026 Dermatology AI Landscape: Why Now, and What Actually Changed If you have run a dermatology practice for more than five years, you have heard the AI pitch before. Around 2018 it was "our algorithm beats dermatologists at melanoma detection." Around 2021 it was "teledermatology plus AI triage will replace your referral queue." Neither claim survived contact with a real clinic, a real payer, or a real malpractice carrier. So the skepticism is earned, and if you are reading this with your arms crossed, good — that is the correct posture for evaluating any clinical technology. But...