Hierarchical deep learning models using transfer learning for disease detection and classification based on small number of medical images

Abstract Deep learning is being employed in disease detection and classification based on medical images for clinical decision making. It typically requires large amounts of labelled data; however, the sample size of such medical image datasets is generally small. This study proposes a novel trainin...

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Autores principales: Guangzhou An, Masahiro Akiba, Kazuko Omodaka, Toru Nakazawa, Hideo Yokota
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/e6d1ea699766437d95c7d3f7de66dd3d
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