Linyan Gu

Fusing 2D and 3D convolutional neural networks for the segmentation of aorta and coronary arteries from CT images

Linyan Gu, Xiao‐Chuan Cai · Artificial Intelligence in Medicine · 2021 · 50 citations

Veterinary Medicine, Biomedical Engineering, Radiology +16

IF2CNN: Towards non-stationary time series feature extraction by integrating iterative filtering and convolutional neural networks

Feng Zhou, Haomin Zhou, Zhihua Yang et al. · Expert Systems with Applications · 2020 · 18 citations

Computing, Computer Science, Feature Engineering +15

On the Representational Power of Restricted Boltzmann Machines for Symmetric Functions and Boolean Functions

Linyan Gu, Jianfeng Huang, Lihua Yang · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 16 citations

Computing, Computer Science, Artificial Intelligence +15

Decomposition and composition of deep convolutional neural networks and training acceleration via sub-network transfer learning

Linyan Gu, Wei Zhang, Jia Liu et al. · ETNA - Electronic Transactions on Numerical Analysis · 2022 · 13 citations · Full text

Computing, Computer Science, Machine Learning +16