Automated Classification of Papillary Renal Cell Carcinoma and Chromophobe Renal Cell Carcinoma Based on a Small Computed Tomography Imaging Dataset Using Deep Learning
ObjectivesThis study was conducted in order to design and develop a framework utilizing deep learning (DL) to differentiate papillary renal cell carcinoma (PRCC) from chromophobe renal cell carcinoma (ChRCC) using convolutional neural networks (CNNs) on a small set of computed tomography (CT) images...
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Auteurs principaux: | Teng Zuo, Yanhua Zheng, Lingfeng He, Tao Chen, Bin Zheng, Song Zheng, Jinghang You, Xiaoyan Li, Rong Liu, Junjie Bai, Shuxin Si, Yingying Wang, Shuyi Zhang, Lili Wang, Jianhui Chen |
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Format: | article |
Langue: | EN |
Publié: |
Frontiers Media S.A.
2021
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Sujets: | |
Accès en ligne: | https://doaj.org/article/4a27e8cc978748b0a4b88c65b8b0753b |
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