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A Novel N-Gram-Based Image Classification Model and Its Applications in Diagnosing Thyroid Nodule and Retinal OCT Images

Imbalanced classes and dimensional disasters are critical challenges in medical image classification. As a classical machine learning model, the n-gram model has shown excellent performance in addressing this issue in text classification. In this study, we proposed an algorithm to classify medical i...

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Main Authors: Guanfang Wang, Xianshan Chen, Geng Tian, Jiasheng Yang
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Limited 2022-01-01
Colecção:Computational and Mathematical Methods in Medicine
Acesso em linha:http://dx.doi.org/10.1155/2022/3151554
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