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An intelligent detection method for plasmodium based on self-supervised learning and attention mechanism

BACKGROUND: Malaria remains a severe life-threatening disease caused by plasmodium parasites. Microscopy is widely used for malaria diagnosis. However, it relies heavily on the skills and experience of inspectors. Due to low-level medical services and the lack of skilled inspectors, misdiagnoses are...

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Detalles Bibliográficos
Autores principales: Fu, Min, Wu, Kai, Li, Yuxuan, Luo, Linkai, Huang, Wei, Zhang, Qi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10345499/
https://www.ncbi.nlm.nih.gov/pubmed/37457573
http://dx.doi.org/10.3389/fmed.2023.1117192