Xiangchen Wu

DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques

Md Mamunur Rahaman, Chen Li, Yudong Yao et al. · Computers in Biology and Medicine · 2021 · 303 citations · Full text

Medicine, Computer Science, Pathology +16

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

A Survey for Cervical Cytopathology Image Analysis Using Deep Learning

Md Mamunur Rahaman, Chen Li, Xiangchen Wu et al. · IEEE Access · 2020 · 144 citations · Full text

Medicine, Computer Science, Pathology +17

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

CAM-VT: A Weakly supervised cervical cancer nest image identification approach using conjugated attention mechanism and visual transformer

Zizhen Fan, Xiangchen Wu, Changzhong Li et al. · Computers in Biology and Medicine · 2023 · 55 citations

Medicine, Computer Science, Computer Vision +13