Artificial intelligence-enabled precision medicine for inflammatory skin diseases
Journal:
arXiv
Published Date:
May 14, 2025
Abstract
Recent advances in artificial intelligence (AI) and multimodal data
collection are revolutionizing dermatology. Generative AI and machine learning
approaches offer opportunities to enhance the diagnosis and treatment of
inflammatory skin diseases, including atopic dermatitis, psoriasis,
hidradenitis suppurativa, and autoimmune connective tissue disease. This review
examines the current landscape of AI applications for inflammatory skin
diseases and explores how generative AI and machine learning methods can
advance the field through deep phenotyping, disease heterogeneity
characterization, drug development, personalized medicine, and clinical care.
We discuss the promises and challenges of these technologies and present a
vision for their integration into clinical practice.
