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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Auteurs principaux: Guangzhou An, Masahiro Akiba, Kazuko Omodaka, Toru Nakazawa, Hideo Yokota
Format: article
Langue:EN
Publié: Nature Portfolio 2021
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Accès en ligne:https://doaj.org/article/e6d1ea699766437d95c7d3f7de66dd3d
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