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Convolution

How much off-the-shelf knowledge is transferable from natural images to pathology images?

Xingyu Li, Konstantinos N. Plataniotis

Semantic segmentation of HeLa cells: An objective comparison between one traditional algorithm and four deep-learning architectures

Cefa Karabağ, Martin L. Jones, [ ... ], Constantino Carlos Reyes-Aldasoro

Automatic image annotation method based on a convolutional neural network with threshold optimization

Jianfang Cao, Aidi Zhao, Zibang Zhang

Joint disc and cup segmentation based on recurrent fully convolutional network

Jing Gao, Yun Jiang, Hai Zhang, Falin Wang

Study of low-dose PET image recovery using supervised learning with CycleGAN

Kui Zhao, Long Zhou, [ ... ], Hongwei Ye

Detection of pulmonary nodules based on a multiscale feature 3D U-Net convolutional neural network of transfer learning

Siyuan Tang, Min Yang, Jinniu Bai

New convolutional neural network model for screening and diagnosis of mammograms

Chen Zhang, Jumin Zhao, Jing Niu, Dengao Li

Comparison of different calculation techniques for absorbed dose assessment in patient specific peptide receptor radionuclide therapy

Domenico Finocchiaro, Salvatore Berenato, [ ... ], Elisa Grassi

Automatic segmentation of brain MRI using a novel patch-wise U-net deep architecture

Bumshik Lee, Nagaraj Yamanakkanavar, Jae Young Choi

A comparative study on polyp classification using convolutional neural networks

Krushi Patel, Kaidong Li, [ ... ], Guanghui Wang

Predicting gene regulatory regions with a convolutional neural network for processing double-strand genome sequence information

Koh Onimaru, Osamu Nishimura, Shigehiro Kuraku

A multiresolution mixture generative adversarial network for video super-resolution

Zhiqiang Tian, Yudiao Wang, Shaoyi Du, Xuguang Lan

Analysis of the role and robustness of artificial intelligence in commodity image recognition under deep learning neural network

Rui Chen, Meiling Wang, Yi Lai

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