Systematic review of deep learning image analyses for the diagnosis and monitoring of skin disease

Systematic review of deep learning image analyses for the diagnosis and monitoring of skin disease

Abstract Skin diseases affect one-third of the global population, posing a major healthcare burden. Deep learning may optimise healthcare workflows through processing skin images via neural networks to make predictions. A focus of deep learning research is skin lesion triage to detect cancer, but th...

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Bibliographic Details
Main Authors: Shern Ping Choy, Byung Jin Kim, Alexandra Paolino, Wei Ren Tan, Sarah Man Lin Lim, Jessica Seo, Sze Ping Tan, Luc Francis, Teresa Tsakok, Michael Simpson, Jonathan N. W. N. Barker, Magnus D. Lynch, Mark S. Corbett, Catherine H. Smith, Satveer K. Mahil
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-023-00914-8

Internet

https://doi.org/10.1038/s41746-023-00914-8

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