Diagnosis of psoriasis and lichen planus in real-time using neural networks based on skin Biomechanical properties obtained from numerical simulation

Diagnosis of psoriasis and lichen planus in real-time using neural networks based on skin Biomechanical properties obtained from numerical simulation

Abstract Due to their similar clinical presentations, the scarcity of competent dermatologists, and the urgency of diagnosis, the accurate diagnosis of dermatological conditions such as Psoriasis and Lichen Planus is challenging. This study introduces a novel approach leveraging deep learning and nu...

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Bibliographic Details
Main Authors: Arshia Eskandari, Mahkame Sharbatdar
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Deep learning in dermatology
Lichen planus
Psoriasis
Diagnosis
ResNet-50 model
Numerical simulation
Online Access:https://doi.org/10.1038/s41598-025-08781-x
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https://doi.org/10.1038/s41598-025-08781-x

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