Wanli Liu

GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection

Haoyuan Chen, Chen Li, Ge Wang et al. · Pattern Recognition · 2022 · 235 citations · Full text

Medicine, Radiology, Computer Vision +13

CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron

Wanli Liu, Chen Li, Ning Xu et al. · Pattern Recognition · 2022 · 198 citations

Medicine, Gynecology, Biomedical Imaging +13

IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach

Haoyuan Chen, Chen Li, Xiaoyan Li et al. · Computers in Biology and Medicine · 2022 · 132 citations · Full text

Medicine, Pathology, Radiology +16

Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers

Wanli Liu, Chen Li, Md Mamunur Rahaman et al. · Computers in Biology and Medicine · 2021 · 69 citations

Computing, Cell Biology, Computer Science +17

Super resolution DOA estimation based on deep neural network

Wanli Liu · Scientific Reports · 2020 · 60 citations · Full text

Computing, Computer Science, Machine Learning +9