Robustly detecting mpox and non-mpox using a deep learning framework based on image inpainting

Robustly detecting mpox and non-mpox using a deep learning framework based on image inpainting

Abstract Due to the lack of efficient mpox diagnostic technology, mpox cases continue to increase. Recently, the great potential of deep learning models in detecting mpox and non-mpox has been proven. However, existing methods are susceptible to interference from various noises in real-world setting...

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Bibliographic Details
Main Authors: Yujun Cao, Yubiao Yue, Xiaoming Ma, Di Liu, Rongkai Ni, Haihua Liang, Zhenzhang Li
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Mpox Detection
Deep learning
Novelty detection
Image Inpainting
Generative model
Online Access:https://doi.org/10.1038/s41598-025-85771-z
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