Principles, applications, and future of artificial intelligence in dermatology

Jesutofunmi A. Omiye; Haiwen Gui; Roxana Daneshjou; Roxana Daneshjou; Zhuo Ran Cai; Vijaytha Muralidharan

doi:10.3389/fmed.2023.1278232

Frontiers in Medicine (Oct 2023)

Principles, applications, and future of artificial intelligence in dermatology

Jesutofunmi A. Omiye,
Haiwen Gui,
Roxana Daneshjou,
Roxana Daneshjou,
Zhuo Ran Cai,
Vijaytha Muralidharan

Affiliations

Jesutofunmi A. Omiye: Department of Dermatology, Stanford University, Stanford, CA, United States
Haiwen Gui: Department of Dermatology, Stanford University, Stanford, CA, United States
Roxana Daneshjou: Department of Dermatology, Stanford University, Stanford, CA, United States
Roxana Daneshjou: Department of Biomedical Data Science, Stanford University, Stanford, CA, United States
Zhuo Ran Cai: Department of Dermatology, Stanford University, Stanford, CA, United States
Vijaytha Muralidharan: Department of Dermatology, Stanford University, Stanford, CA, United States

DOI: https://doi.org/10.3389/fmed.2023.1278232
Journal volume & issue: Vol. 10

Abstract

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This paper provides an overview of artificial-intelligence (AI), as applied to dermatology. We focus our discussion on methodology, AI applications for various skin diseases, limitations, and future opportunities. We review how the current image-based models are being implemented in dermatology across disease subsets, and highlight the challenges facing widespread adoption. Additionally, we discuss how the future of AI in dermatology might evolve and the emerging paradigm of large language, and multi-modal models to emphasize the importance of developing responsible, fair, and equitable models in dermatology.

Published in Frontiers in Medicine

ISSN: 2296-858X (Online)
Publisher: Frontiers Media S.A.
Country of publisher: Switzerland
LCC subjects: Medicine: Medicine (General)
Website: http://www.frontiersin.org/journals/medicine

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Abstract

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