Differential Diagnosis

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A Convolutional Neural Network architecture for the recognition of cutaneous manifestations of COVID-19

To our best knowledge, this is the first machine learning-based study for automated detection of COVID-19 based on skin images and may provide a useful decision support tool for physicians to optimize contact-free COVID-19 triage, differential diagnosis of skin lesions and patient care.

Mathur J, Chouhan V, Pangti R, Kumar S, Gupta S. A Convolutional Neural Network architecture for the recognition of cutaneous manifestations of COVID-19. Dermatol Ther. 2021 Feb 18:e14902. doi: 10.1111/dth.14902. Epub ahead of print. PMID: 33604961.


Source: pubmed.ncbi.nlm.nih.gov

manifestations cutaneous covid-19 architecture convolutional skin recognition neural