Deep learning models across the range of skin disease

Kaushik P Venkatesh; Marium M Raza; Grace Nickel; Serena Wang; Joseph C Kvedar

doi:10.1038/s41746-024-01033-8

Deep learning models across the range of skin disease

NPJ Digit Med. 2024 Feb 10;7(1):32. doi: 10.1038/s41746-024-01033-8.

Authors

Kaushik P Venkatesh¹, Marium M Raza², Grace Nickel², Serena Wang², Joseph C Kvedar²

Affiliations

¹ Harvard Medical School, Boston, MA, USA. kaushik_venkatesh@hms.harvard.edu.
² Harvard Medical School, Boston, MA, USA.

Abstract

We explore the evolving landscape of diagnostic artificial intelligence (AI) in dermatology, particularly focusing on deep learning models for a wide array of skin diseases beyond skin cancer. We critically analyze the current state of AI in dermatology, its potential in enhancing diagnostic accuracy, and the challenges it faces in terms of bias, applicability, and therapeutic recommendations.

Publication types

Editorial