Automated detection of skin reactions in epicutaneous patch testing using machine learning.

Autor: Chan, W.H., Srivastava, R., Damaraju, N., Do, H., Burnett, G., MacFarlane, J., Xie, S.M., Chen, J.K., Honari, G., Sarin, K.Y.
Předmět:
Zdroj: British Journal of Dermatology; Aug2021, Vol. 185 Issue 2, p456-458, 3p
Abstrakt: Thirteen of the 21 allergens were correctly classified with 100% accuracy by the CNN (i.e. the CNN classification was consistent with clinician clinical interpretation) in all test patients. Dear Editor, Patch testing is the diagnostic gold standard in identifying causes of allergic contact dermatitis; however, the paucity of specialized patch-testing clinics, along with the need for multiple clinic visits, can be burdensome for patients and healthcare systems. [Extracted from the article]
Databáze: Complementary Index