Capsule network approach for monkeypox (CAPSMON) detection and subclassification in medical imaging system

Capsule network approach for monkeypox (CAPSMON) detection and subclassification in medical imaging system

Abstract In response to the pressing need for the detection of Monkeypox caused by the Monkeypox virus (MPXV), this study introduces the Enhanced Spatial-Awareness Capsule Network (ESACN), a Capsule Network architecture designed for the precise multi-class classification of dermatological images. Ad...

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Bibliographic Details
Main Authors: M. Nuthal Srinivasan, Mohamed Yacin Sikkandar, Maryam Alhashim, M. Chinnadurai
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Image classification
Multi-class classification
Deep learning
Capsule networks
Spatial awareness
Accuracy
Online Access:https://doi.org/10.1038/s41598-025-87993-7
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