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An aggregate method for thorax diseases classification

A common problem found in real-word medical image classification is the inherent imbalance of the positive and negative patterns in the dataset where positive patterns are usually rare. Moreover, in the classification of multiple classes with neural network, a training pattern is treated as a positi...

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Detalles Bibliográficos
Autor principal: Nugroho, Bayu Adhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7864910/
https://www.ncbi.nlm.nih.gov/pubmed/33547338
http://dx.doi.org/10.1038/s41598-021-81765-9