Detecting Skin Reactions in Epicutaneous Patch Testing with Deep Learning: An Evaluation of Pre-Processing and Modality Performance

Detecting Skin Reactions in Epicutaneous Patch Testing with Deep Learning: An Evaluation of Pre-Processing and Modality Performance

Epicutaneous patch testing is a well-established diagnostic method for identifying substances that may cause Allergic Contact Dermatitis (ACD), a common skin condition caused by exposure to environmental allergens. While the patch test remains the gold standard for identifying allergens, it is prone...

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Bibliographic Details
Main Authors: Ioannis A. Vezakis, George I. Lambrou, Aikaterini Kyritsi, Anna Tagka, Argyro Chatziioannou, George K. Matsopoulos
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Bioengineering
Subjects:
patch testing
contact dermatitis
allergic contact dermatitis
deep learning
machine learning
image analysis
Online Access:https://www.mdpi.com/2306-5354/10/8/924

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