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A cross-modal deep metric learning model for disease diagnosis based on chest x-ray images

The emergence of unknown diseases is often with few or no samples available. Zero-shot learning and few-shot learning have promising applications in medical image analysis. In this paper, we propose a Cross-Modal Deep Metric Learning Generalized Zero-Shot Learning (CM-DML-GZSL) model. The proposed n...

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Detalles Bibliográficos
Autores principales: Jin, Yufei, Lu, Huijuan, Li, Zhao, Wang, Yanbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10015533/
https://www.ncbi.nlm.nih.gov/pubmed/37362731
http://dx.doi.org/10.1007/s11042-023-14790-7