A Structured Review of Deep Learning Approaches and Image-Preprocessing Techniques for Automated Contact Allergy Patch Test Interpretation

<b>Background</b>: Allergic contact dermatitis (ACD) is a common inflammatory skin disease and patch testing (PT) remains the gold standard for its diagnosis; however, PT interpretation is time-consuming and prone to inter-observer variability. Growing advances in digital imaging and artificial inte...

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Detalhes bibliográficos

Principais autores:	Dominyka Stragyte, Gvidas Mikalauskas, Katrina Gaidulevic, Renata Paukstaitiene, Kestutis Stasaitis, Vidas Raudonis, Skaidra Valiukeviciene
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-06-01
coleção:	Medical Sciences
Assuntos:	patch test allergic contact dermatitis contact dermatitis deep learning convolutional neural network artificial intelligence
Acesso em linha:	https://www.mdpi.com/2076-3271/14/2/322
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