 This paper presents a comprehensive review of artificial intelligence, AI, applications and dermatology, focusing on methodology, AI models for various skin diseases, limitations and future opportunities. The current image-based models are being implemented across disease subsets, but challenges exist for widespread adoption. The future of AI and dermatology may involve large-language and multimodal models, emphasizing the need for responsible, fair and equitable models. This article was authored by Jessida Funney, AOMI, Haiwen Gui, Roxana Dainch-Chu and others.