Interpretable Diagnosis for Whole-Slide Melanoma Histology Images Using Convolutional Neural Network

At present, deep learning-based medical image diagnosis had achieved high performance in several diseases. However, the black-box nature of the convolutional neural network (CNN) limits their role in diagnosis. In this study, a novel interpretable diagnosis pipeline using the CNN model was proposed....

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Auteurs principaux: Peizhen Xie, Ke Zuo, Jie Liu, Mingliang Chen, Shuang Zhao, Wenjie Kang, Fangfang Li
Format: article
Langue:EN
Publié: Hindawi Limited 2021
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Accès en ligne:https://doaj.org/article/c8a87f1ace064cb594f76c517c762f96
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